<!--- Copyright (C) Matrisk GmbH 2022 -->

(eee_8_3_5)=
# Reliability model proposed for all EEE families

This paragraph introduces all the models proposed for the different families. These models are mainly based on the models proposed in FIDES 2022 {cite:p}`eee-UTE-C80-811`.

The failure rates calculated with this handbook are given directly in FITs (Failure in Time, corresponding to failures per billion hours). As for the FIDES methodology, these FRs, if corresponding to modelling over several phases constituting a mission profile, are calendar lambdas, as explained in {numref}`eee_8_3_2_1`.

```{admonition} Note
:class: note
For each family, a table presents the different subfamilies. In the “remark” column are the reference linked to the subfamily in the computing tools. This is given as an information for users willing to model with some tool, in order to make sure that they consider the correct model.
```

(eee_8_3_5_1)=
## Capacitors (family 01)

Capacitors are classified as family 01 in {term}`EPPL` {cite:p}`eee-EPPL007-37`.

All capacitors used for space applications can be modelled through FIDES). The following table presents the different subfamilies and the corresponding models with the FIDES 2022 method.

<input type="text" class="myInput" id="myInput" onkeyup="searchTableJupyter(this, 'eee_table_8_6')" placeholder="Search table...">

```{list-table} Groups of capacitors
:name: eee_table_8_6

* - <table class="myTable" id="eee_table_8_6">
        <thead>
            <tr>
                <th><strong>Groups of capacitors</strong></th>
                <th><strong>Models in FIDES 2022</strong></th>
                <th><strong>Proposed models in FIDES</strong></th>
                <th><strong>Remark</strong></th>
            </tr>
        </thead>
        <tr>
            <td>
                <p>01 – Ceramic</p>
                <p>02 – Ceramic chip</p>
                <p>10 – Feedthrough</p>
            </td>
            <td>p.151</td>
            <td>
                <p>Type 1: “Ceramic capacitor with defined temperature coefficient”</p>
                <p>Type 2: “Ceramic capacitor with non-defined temperature coefficient”</p>
            </td>
            <td>
                <p>ECCC_01</p>
                <p>….</p>
                <p>ECCC_08</p>
            </td>
        </tr>
        <tr>
            <td>
                <p>03 – Tantalum solid</p>
                <p>04 – Tantalum non-solid</p>
            </td>
            <td>p.156</td>
            <td>“Tantalum capacitor (solid or gel electrolyte)”</td>
            <td>
                <p>ECTC_08</p>
                <p>(ECTC_04 .. 06)</p>
                <p>ECTC_07</p>
                <p>(ECTC_01..03)</p>
            </td>
        </tr>
        <tr>
            <td>05 – Plastic metallized</td>
            <td>p.158</td>
            <td>“Plastic film capacitor”</td>
            <td>
                <p>ECFC_01</p>
                <p>…..</p>
                <p>ECFC_05</p>
            </td>
        </tr>
        <tr>
            <td>
                <p>06 – Glass</p>
                <p>07 – Mica</p>
            </td>
            <td>No</td>
            <td>NA – No longer used in space applications</td>
            <td>NA</td>
        </tr>
        <tr>
            <td>09 – Aluminum</td>
            <td>p.154</td>
            <td>
                <p>“Aluminum liquid electrolyte capacitor”</p>
                <p>“Aluminum solid electrolyte capacitor”</p>
                <p>Not used in space applications</p>
            </td>
            <td>
                <p>ECAC_01</p>
                <p>ECAC_02</p>
            </td>
        </tr>
        <tr>
            <td>11 – Semiconductors</td>
            <td>No</td>
            <td>
                <p>“Low power transistors, Silicon MOS &lt; 5W”</p>
                <p>Addressed in paragraph 8.3.5.12</p>
            </td>
            <td>ECDS_19</td>
        </tr>
    </table>
```

The generic formula to be used for all types of capacitors is given in Equations A.2-1 (generic case) and A.2-2 (RF/MW capacitors – see {numref}`eee_table_8_8`).

```{admonition} Note
:class: note
Type 1 and type 2 correspond to the two types of ceramic capacitors. 
*	**Type 1** ceramic capacitors are ceramic capacitors with high stability and low losses compensating the influence of temperature in resonant circuit applications. Their dielectric is paraelectric. 
*	**Type 2** corresponds to ceramic capacitors with high volumetric efficiency for buffer, by-pass and coupling applications. Their dielectric is ferroelectric. The FIDES 2022 models differentiate 2 types of type 2: X5R and X7R, with different Thermal Overstress and Csensitivity factors.
```


(eee_8_3_5_1_1)=
### Ceramic Capacitors (01 & 02 subfamilies) & Feedthrough (10 subfamily)

The following table lists the 8 categories that cover the Ceramic Capacitor subfamily based on the {term}`CV` calculation.

<input type="text" class="myInput" id="myInput" onkeyup="searchTableJupyter(this, 'eee_table_8_7')" placeholder="Search table...">

```{list-table} Detail for ceramic capacitors
:name: eee_table_8_7

* - <table class="myTable" id="eee_table_8_7">
        <thead>
            <th colspan="2">ECCC - Ceramic Capacitor</th>
        </thead>
        <tr>
            <td>ECCC_01</td>
            <td>Ceramic Capacitor Type I - Low CV</td>
        </tr>
        <tr>
            <td>ECCC_02</td>
            <td>Ceramic Capacitor Type I - Medium </td>
        </tr>
        <tr>
            <td>ECCC_03</td>
            <td>Ceramic Capacitor Type I - High CV</td>
        </tr>
        <tr>
            <td>ECCC_04</td>
            <td>Ceramic Capacitor Type II - Low CV</td>
        </tr>
        <tr>
            <td>ECCC_05</td>
            <td>Ceramic Capacitor Type II - Medium CV</td>
        </tr>
        <tr>
            <td>ECCC_06</td>
            <td>Ceramic Capacitor Type II - High CV</td>
        </tr>
        <tr>
            <td>ECCC_07</td>
            <td>Ceramic Capacitor Type II Polymer terminations - Low CV</td>
        </tr>
        <tr>
            <td>ECCC_08</td>
            <td>Ceramic Capacitor Type II Polymer terminations - High/Medium CV</td>
        </tr>
    </table>
```

For the special case of RF/MW capacitors, the choice is given in {numref}`eee_table_8_8`:


<input type="text" class="myInput" id="myInput" onkeyup="searchTableJupyter(this, 'eee_table_8_8')"
    placeholder="Search table...">

```{list-table} Detail for HFRF capacitors
:name: eee_table_8_8

* - <table class="myTable" id="eee_table_8_8">
        <thead>
            <th colspan="2">HFHC - HFRF Capacitor</th>
        </thead>
        <tr>
            <td>HFHC_01</td>
            <td>HFRF Capacitor Type I - Low CV</td>
        <tr>
            <td>HFHC_02</td>
            <td>HFRF Capacitor Type I - Medium CV</td>
        </tr>
        <tr>
            <td>HFHC_03</td>
            <td>HFRF Capacitor Type I - High CV</td>
        </tr>
    </table>
```

> **a) Mission profile**

In order to model the reliability for each component of a unit, it is necessary to define the mission profile corresponding to the unit under consideration (see {numref}`eee_8_3_2` for details).


> **b) Calculation of $\lambda_{\text{Physical}}$**

The formula presenting the $\lambda_{physical}\$ for capacitors (ceramic and tantalum) is given in Annex B-1, as Equation B.1-1 with the parameters detailed in Table B.1-1.


**Physical stresses for tantalum capacitors (same as for ceramic capacitors)**

The physical stresses modelled for capacitors are the thermal, thermal cycling and mechanical factors. The detailed equations are given in Annex B.1, Equations B.1-2, B.1-3 and B.1-4. As the detailed parameters to consider for tantalum capacitors are given in Annex B.1, Table B.1-5.


**Induced factor $\Pi_{\text{induced}}$ (same as for ceramic capacitors):**

The $\Pi_{\text{induced}}$ factor allows taking into account the influence of the mission profile as described in {numref}`eee_8_3_1`. Its formula is:


````{admonition} Equation
:class: equation
```{math}
:label: Equation_1_36
\Pi_{\text{induced}\_ i} = \left( \Pi_{\text{placement}\_ i} \cdot \Pi_{\text{application}\_ i} \cdot \Pi_{\text{ruggedising}} \right)^{0.511 \cdot ln(C_{\text{sensitivity}})}
```
````

- $\Pi_{\text{placement}\_ i}$

The Pi Placement depends on the function, there are 6 choices to choose as recalled here from Table XX. Recommendation for the definition of parameter $\Pi_{\text{placement}\_ i}$:

<input type="text" class="myInput" id="myInput" onkeyup="searchTableJupyter(this, 'eee-table4-24')" placeholder="Search table...">

```{list-table} Recommendation for the definition of parameter $\Pi_{\text{placement}\_ i}$
:name: eee-table4-24
:header-rows: 1
:widths: 70 30

*   - Description of the placement influence
    - $\Pi_{\text{placement}\_ i}$
*   - Digital non-interface function
    - 1.0
*   - Digital interface function
    - 1.6
*   - Analog low-level non-interface function (<1A)
    - 1.3
*   - Analog low-level interface function (<1A)
    - 2.0
*   - Analog power non-interface function (≥1A)
    - 1.6
*   - Analog power interface function (≥1A)
    - 2.5
```

- $\Pi_{\text{application}}$

$\Pi_{\text{application}}$ represents the influence of the type of application and the environment of the product containing the part. This factor varies depending on the phase of the profile.

It is evaluated through the questions presented in the following table and addressed in {numref}`eee_8_3_2_19`:

<input type="text" class="myInput" id="myInput" onkeyup="searchTableJupyter(this, 'eee_table4_25')"
    placeholder="Search table...">

```{list-table} Recommended parameters for $\Pi_{\text{application}\_ i}$ for the launch, time to reach orbit and in-orbit
:name: eee-table4-25

* - <table class="myTable" id="eee_table4_25">
        <thead>
            <th>
                Criterion
            </th>
            <th>
                Description
            </th>
            <th>
                Levels
            </th>
            <th>
                Examples and comments</th>
            <th>
                Weight - POS</th>
        </thead>
        <tr>
            <td>
                User type in the phase considered
            </td>
            <td>
                Represents the capability to respect procedures, facing operational constraints.
            </td>
            <td>
                <p><strong>0: Favourable</strong></p>
                <p>1: Moderate</p>
                <p>2: Unfavourable</p>
            </td>
            <td>
                <p><strong>0: Industry</strong></p>
                <p>1: General public</p>
                <p>2: Military</p>
                <p>The most severe level must be adopted for military applications</p>
            </td>
            <td>
                <p>20</p>
            </td>
        </tr>
        <tr>
            <td>
                <p>User qualification level in the phase considered</p>
            </td>
            <td>
                <p>Represents the level of control of the user or the worker regarding an operational context</p>
            </td>
            <td>
                <p><strong>0: Favourable</strong></p>
                <p>1: Moderate</p>
                <p>2: Unfavourable</p>
            </td>
            <td>
                <p><strong>0: Highly qualified</strong></p>
                <p>1: Qualified</p>
                <p>2: Slightly qualified or with little experience</p>
                <p>In some phases, the user to be considered is the person who does the maintenance or servicing</p>
            </td>
            <td>
                <p>10</p>
            </td>
        </tr>
        <tr>
            <td>
                <p>System mobility</p>
            </td>
            <td>
                <p>Represents contingencies related to possibilities of the system being moved</p>
            </td>
            <td>
                <p><strong>0:Non aggressive</strong></p>
                <p>1: Moderate</p>
                <p>2: Severe</p>
            </td>
            <td>
                <p><strong>0: Few contingencies (fixed or stable environment)</strong></p>
                <p>1: Moderate contingencies</p>
                <p>2: Severe contingencies, large variability (automobile)</p>
            </td>
            <td>
                <p>4</p>
            </td>
        </tr>
        <tr>
            <td>
                <p>Product manipulation</p>
            </td>
            <td>
                <p>Represents the possibility of false manipulations, shocks, drops, etc .</p>
            </td>
            <td>
                <p><strong>0:Non aggressive</strong></p>
                <p>1: Moderate</p>
                <p>2: Severe</p>
            </td>
            <td>
                <p><strong>0: Not manipulated</strong></p>
                <p>1: Manipulation without displacement or disassembly</p>
                <p>2: Manipulation with displacement or disassembly</p>
                <p>The severe level should be adopted if maintenance on the product is possible in the phase
                    considered</p>
            </td>
            <td>
                <p>15</p>
            </td>
        </tr>
        <tr>
            <td>
                <p>Type of electrical network for the system</p>
            </td>
            <td>
                <p>Represents the level of electrical disturbance expected on power supplies, signals and electrical
                    lines: power on, switching, power supply, connection/disconnection</p>
            </td>
            <td>
                <p><strong>0:Non aggressive</strong></p>
                <p>1: Moderate</p>
                <p>2: Severe</p>
            </td>
            <td>
                <p><strong>0: Undisturbed network (dedicated regulated power supply)</strong></p>
                <p>1: Slightly disturbed network</p>
                <p>2: Network subject to disturbances (on board network)</p>
                <p>The network type is a system data but that can be broken down and related to specific products
                </p>
            </td>
            <td>
                <p>4</p>
            </td>
        </tr>
        <tr>
            <td>
                <p>Product exposure to human activity</p>
            </td>
            <td>
                <p>Represents exposure to contingencies related to human activity: shock, change in final use, etc.
                </p>
            </td>
            <td>
                <p><strong>0:Non aggressive</strong></p>
                <p>1: Moderate</p>
                <p>2: Severe</p>
            </td>
            <td>
                <p><strong>0: Uninhabitable zone</strong></p>
                <p>1: Possible activity in the product zone</p>
                <p>2: Normal activity in the product zone</p>
                <p>The product can be exposed to human activity even if it is not handled itself during normal use
                </p>
            </td>
            <td>
                <p>8</p>
            </td>
        </tr>
        <tr>
            <td>
                <p>Product exposure to machine disturbances</p>
            </td>
            <td>
                <p>Represents contingencies related to operation of machines, engines, actuators: shock,
                    overheating, electrical disturbances, pollutants, etc.</p>
            </td>
            <td>
                <p>0:Non aggressive</p>
                <p><strong>1: Moderate</strong></p>
                <p>2: Severe</p>
            </td>
            <td>
                <p>0: Null (telephone)</p>
                <p><strong>1: Indirect exposure (product in compartment)</strong></p>
                <p>2: Strong or direct exposure (product in engine area)</p>
            </td>
            <td>
                <p>3</p>
            </td>
        </tr>
        <tr>
            <td>
                <p>Product exposure to the weather</p>
            </td>
            <td>
                <p>Represents exposure to rain, hail, frost, sandstorm, lightning, dust</p>
            </td>
            <td>
                <p><strong>0:Non aggressive</strong></p>
                <p>1: Moderate</p>
                <p>2: Severe</p>
            </td>
            <td>
                <p><strong>0: Null (home)</strong></p>
                <p>1: Indirect exposure (compartment, station hall)</p>
                <p>2: Outdoors (automobile engine)</p>
            </td>
            <td>
                <p>2</p>
            </td>
        </tr>
    </table>
```

A mark is given for each level: 1 for level 0, 3.2 for level 1 and 10 for level 2. This mark is multiplied by the weight ($\text{P}_{\text{os}}$) and the sum of all the products is divided by 66. For the present application here, we consider $\Pi_{\text{application}}$ = 1.1, the value determined in the frame of an Airbus Defence & Space observation project, for all in flight phases.

```{admonition} Note
:class: note

In bold in the table are the levels considered for the space environment (orbit raising and orbit keeping). They represent the typical environment met in space for satellites, hence the figure can be used for all in flight phases for all projects provided they don't present a specific application; in that case, it has to be re-evaluated.
```

- $\Pi_{\text{ruggedising}}$

The ruggedising factor is determined through a 16 questions audit ensuring the evaluation of the procedures established to guarantee the safety and maintenance of the product and that the procedures are indeed applied. See {numref}`eee_8_3_2_17`.

- $C_{\text{sensitivity}}$

The induced factor $C_{\text{sensitivity}}$ , presented in {numref}`eee_8_3_2_21` is provided in the following table:

```{list-table} Coefficient of sensitivity for capacitors.
:name: eee-table4-26
:header-rows: 1
:widths: 70 30

*   - Technologies
    - $C_{\text{sensitivity}}$
*   - Ceramic capacitors
    - 6.05
```

```{admonition} Note
:class: note

For the 2021 issue of FIDES, the table has been updated, splitting the sensitivity between 5 categories instead of just one (Type I, Type II X5R, Type II X7R, Type II X5R polymer terminations, Type II X7R polymer terminations)
```

> **c) Component manufacturing factor $\Pi_{\text{PM}}$**

The Part\_Manufacturing factor presented in {numref}`eee_8_3_3` represents the quality of the component. This factor transcribes the confidence that can be attributed to the way the part has been manufactured, through factors quantifying the manufacturing process of the part, the tests ran and the confidence in the manufacturer.

Its high level formula is

````{admonition} Equation
:class: equation
```{math}
:label: eq_eee_fam_1
{\pi_{\text{PM}} = e}^{1.39*\left( 1 - Part_{\text{Grade}} \right) - 0.69}
```

with

```{math}
:label: eq_eee_fam_2
Part\_ Grade = \ \frac{\left( \text{QA}_{\text{manufacturer}} + \text{QA}_{\text{component}} \right) \times \varepsilon}{24}
```
````

These parameters are determined through tables available in FIDES.

-   $\text{QA}_{\text{manufacturer}}$ is presented in {numref}`eee_8_3_3_2`

-   $\text{QA}_{\text{component}}$ is presented in {numref}`eee_8_3_3_3` and defined in {numref}`eee-table4-26`

-   $\text{RA}_{\text{component}}$ is presented in {numref}`eee_8_3_3_4`

-   $\epsilon$  is presented in {numref}`eee_8_3_3_7`

Component manufacturing factor $\Pi_{\text{PM}}$ according to {numref}`eee_8_3_3` with component quality assurance levels $\text{QA}_{\text{component}}$ defined in the following tables:

<input type="text" class="myInput" id="myInput" onkeyup="searchTableJupyter(this, 'eee-table4-27')" placeholder="Search table...">

```{list-table} Recommendation for definition of parameter $\text{QA}_{\text{component}}$ for ceramic capacitors.
:name: eee-table4-27
:header-rows: 1
:widths: 50 30 20

*   - Ceramic capacitors: Component quality assurance level
    - Position relative to the state of the art
    - $\text{QA}_{\text{component}}$
*   - Qualification according to one of the following standards: MIL-PRF-xxxx level T, MIL-PRF-xxxx level S, MIL-PRF-xxxx level R, ESCC 300x, NASDA-QTS-xxxx class I (JAXA-QTS-2040E)
    - Higher
    - 3
*   - Qualification according to one of the following standards: AEC Q200, MIL-PRF-xxx level P, NASDA-QTS-xxxx class II with identification of manufacturing sites for these standards, qualification according to approved {term}`CECC` standards.
    - Equivalent
    - 2
*   - Qualification according to one of the following MIL-PRF-xxxx level M, or qualification program internal to the manufacturer and unidentified manufacturing sites
    - Lower
    - 1
*   - No information
    - Much lower
    - 0
```

> **d) Determination of the $\Pi_{\text{Process}}$ factor**

The $\Pi_{\text{Process}}$ factor is determined according to the formula presented in {numref}`eee_8_3_2`.


(eee_8_3_5_1_2)=
### Tantalum Capacitors (03 & 04 families)

The following table lists the 6 categories that cover the Tantalum Capacitor subfamily


**General model for the capacitors family:**


> **a) Mission profile**

In order to model the reliability for each component of a unit, it is necessary to define the mission profile corresponding to the unit under consideration. See {numref}`eee_8_3_1` for details.

> **b) Calculation $\lambda_{\text{Physical}}$**

````{admonition} Equation
:class: equation
```{math}
\lambda_{\text{Physical}} = \lambda_{0_{\text{capacitor}}} \cdot \sum_{i}^{\text{Phases}}{\frac{\left( t_{\text{phase}} \right)_{i}}{t_{\text{total}}} \cdot \left( \Pi_{\text{Thermal}} + \Pi_{\text{TCy}} + \Pi_{\text{Mechanical}} \right)_{i}} \cdot \left( \Pi_{\text{induced}} \right)_{i}
```
Refer to {eq}`Equation_1_32`.
````


**Physical stresses for tantalum capacitors:**

````{admonition} Equation
:class: equation
```{math}
:label: Equation_1_38
\Pi_{\text{Thermal}} = \gamma_{TH\_ EL} \cdot \left( \frac{1}{S_{\text{reference}}} \cdot \frac{V_{\text{applied}}}{V_{\text{rated}}} \right)^{3} \cdot exp\left\lbrack 11604 \cdot E_{a} \cdot \left( \frac{1}{293} - \frac{1}{{273 + T}_{board\_ ref} + \Delta T} \right) \right\rbrack
```  
```{math}
:label: Equation_1_39
\Pi_{\text{Tcy}} = \gamma_{\text{TCy}} \cdot \left( \frac{{12 \cdot N}_{cy\_ phase}}{t_{\text{phase}}} \right) \cdot \left( \frac{min(\theta_{\text{cy}},2)}{2} \right)^{\frac{1}{3}} \cdot \left( \frac{\Delta T_{\text{cycling}}}{20} \right)^{1.9} \cdot exp \left \lbrack 1414 \cdot \left( \frac{1}{313} - \frac{1}{{273 + T}_{max\_ cycling}} \right) \right  \rbrack
```  
```{math}
:label: Equation_1_40
\Pi_{\text{Mechanical}} = \gamma_{\text{Mech}} \cdot \left( \frac{G_{\text{rms}}}{0.5} \right)^{1.5}
```
With $\lambda_{0_{\text{capacitor}}}$, $E_{a}$, $S_{\text{reference}}$, $\gamma_{\text{TCy}}$, $\gamma_{\text{Mech}}$, $\gamma_{\text{TH}_{\text{EL}}}$ given in Table XX.
````

**Induced factor $\Pi_{\text{induced}}$:**

The $\Pi_{\text{induced}}$ factor allows taking into account the influence of the mission profile as described in {numref}`eee_8_3_1`. Its formula is:




See {numref}`eee_8_3_5_1_1` for details.

The induced factor $C_{\text{sensitivity}}$ is provided in the following table:



```{admonition} Note
:class: note

For the 2021 issue of FIDES, the value has been updated (to 7.43).
```

> **c) Component manufacturing factor $\Pi_{\text{PM}}$**

The Part\_Manufacturing factor presented in {numref}`eee_8_3_3` represents the quality of the component. This factor transcribes the confidence that can be attributed to the way the part has been manufactured, through factors quantifying the manufacturing process of the part, the tests ran and the confidence in the manufacturer.

Its high level formula is



These parameters are determined through tables available in FIDES.

-   $\text{QA}_{\text{manufacturer}}$ is presented in {numref}`eee_8_3_3_2`

-   $\text{QA}_{\text{component}}$ is presented in {numref}`eee_8_3_3_3` and defined in {numref}`eee-table4-26`

-   $\text{RA}_{\text{component}}$ is presented in {numref}`eee_8_3_3_4`

-   $\epsilon$  is presented in {numref}`eee_8_3_3_7`

Component manufacturing factor $\Pi_{\text{PM}}$ according to {numref}`eee_8_3_3` with component quality assurance levels $\text{QA}_{\text{component}}$ defined in the following tables:




> **d) Determination of the $\Pi_{\text{Process}}$ factor**

The $\Pi_{\text{Process}}$ factor is determined according to the formula presented in {numref}`eee_8_3_2`.

(eee_8_3_5_1_3)=
### Plastic Metallized Capacitors (05 family)

At the time of the FIDES 2009 release, no model existed for plastic films capacitors, but some companies subscribed for the development of such a model which is now included in the FIDES 2021 update.

The following table lists the 5 categories that cover the Plastic Metallized Capacitor subfamily.

<in


**General model for the capacitors family:**


> **a) Mission profile**

In order to model the reliability for each component of a unit, it is necessary to define the mission profile corresponding to the unit under consideration. See {numref}`eee_8_3_1` for details.

> **b) Calculation $\lambda_{\text{Physical}}$**



**Physical stresses for plastic film capacitors:**



**Calculation of $\Pi_{\text{Film}}$ factor:**

For plastic film capacitors: $\Pi_{\text{Film}}$ factor is calculated from a questionnaire about the environmental conditions which have led to the choice of the plastic film capacitor.


<input type="text" class="myInput" id="myInput" onkeyup="searchTableJupyter(this, 'eee_table4_34')"
    placeholder="Search table...">

```{list-table} Factors influencing the $\Pi_{\text{Film}}$ factor.
:name: eee-table4-34

* - <table class="myTable" id="eee_table4_34">
        <thead>
            <th><strong>N°</strong></th>
            <th><strong>Factors influencing FILM_Grade</strong></th>
            <th><strong>Value</strong></th>
        </thead>
        <tr>
            <td rowspan="2">1</td>
            <td>Plastic film capacitor used in AC alternative voltage</td>
            <td>50</td>
        </tr>
        <tr>
            <td>Plastic film capacitor used in DC direct voltage</td>
            <td>0</td>
        </tr>
        <tr>
            <td rowspan="5">2</td>
            <td>Plastic film capacitor used in environment with humidity rate higher than 90%HR without being
                specifically chosen for this environment</td>
            <td>30</td>
        </tr>
        <tr>
            <td>Plastic film capacitor used in environment with humidity rate higher than 90%HR and chosen for this
                environment</td>
            <td>15</td>
        </tr>
        <tr>
            <td>Plastic film capacitor used in environment with humidity rate comprise between 70%HR and 90%HR without
                being specifically chosen for this environment</td>
            <td>15</td>
        </tr>
        <tr>
            <td>Plastic film capacitor used in environment with humidity rate comprise between 70%HR and 90%HR and
                chosen for this environment</td>
            <td>0</td>
        </tr>
        <tr>
            <td>Plastic film capacitor used in environment with humidity rate lower than 70%HR</td>
            <td>0</td>
        </tr>
        <tr>
            <td rowspan="3">3</td>
            <td>Plastic film capacitor not specifically developed for current application, not validated by the
                manufacturer and not validated by derogation.</td>
            <td>20</td>
        </tr>
        <tr>
            <td>Plastic film capacitor not specifically developed for current application but validated by the
                manufacturer</td>
            <td>10</td>
        </tr>
        <tr>
            <td>Plastic film capacitor specifically developed for current application</td>
            <td>0</td>
        </tr>
    </table>
```

**Induced factor $\Pi_{\text{induced}}$:**

The $\Pi_{\text{induced}}$ factor allows taking into account the influence of the mission profile as described in {numref}`eee_8_3_1`. Its formula is:


````{admonition} Equation
:class: equation
```{math}
:label: Equation_1_50
\Pi_{\text{induced}\_ i} = \left( \Pi_{\text{placement}\_ i} \cdot \Pi_{\text{application}\_ i} \cdot \Pi_{\text{ruggedising}} \right)^{0.511 \cdot ln(C_{\text{sensitivity}})}
```
````

See {numref}`eee_8_3_5_1_1` for details.

The induced factor $C_{\text{sensitivity}}$ is provided in the following table:


> **c) Component manufacturing factor $\Pi_{\text{PM}}$**

The Part\_Manufacturing factor presented in {numref}`eee_8_3_3` represents the quality of the component. This factor transcribes the confidence that can be attributed to the way the part has been manufactured, through factors quantifying the manufacturing process of the part, the tests ran and the confidence in the manufacturer.

Its high level formula is

````{admonition} Equation
:class: equation
```{math}
:label: eq_eee_fam_5
{\pi_{\text{PM}} = e}^{1.39*\left( 1 - Part_{\text{Grade}} \right) - 0.69}
```

with

```{math}
:label: eq_eee_fam_6
Part\_ Grade = \ \frac{\left( \text{QA}_{\text{manufacturer}} + \text{QA}_{\text{component}} \right) \times \varepsilon}{24}
```
````

These parameters are determined through tables available in FIDES.

-   $\text{QA}_{\text{manufacturer}}$ is presented in {numref}`eee_8_3_3_2`

-   $\text{QA}_{\text{component}}$ is presented in {numref}`eee_8_3_3_3` and defined in {numref}`eee-table4-26`

-   $\text{RA}_{\text{component}}$ is presented in {numref}`eee_8_3_3_4`

-   $\epsilon$  is presented in {numref}`eee_8_3_3_7`

Component manufacturing factor $\Pi_{\text{PM}}$ according to {numref}`eee_8_3_3` with component quality assurance levels $\text{QA}_{\text{component}}$ defined in the following tables:

<input type="text" class="myInput" id="myInput" onkeyup="searchTableJupyter(this, 'eee-table4-36')" placeholder="Search table...">

```{list-table} Recommendation for definition of parameter $\text{QA}_{\text{component}}$ for plastic film capacitors.
:name: eee-table4-36
:header-rows: 1
:widths: 50 30 20

*   - Plastic film capacitors: Component quality assurance level
    - Position relative to the state of the art
    - $\text{QA}_{\text{component}}$
*   - Qualification according to one of the following standards: AEC Q200, MIL-PRF-xxxx level T, MIL-PRF-xxxx level S, MIL-PRF-xxxx level R, ESCC 400x, NASDA-QTS-xxxx class I (JAXA-QTS-2050D)
    - Higher
    - 3
*   - Qualification according to one of the following standards: MIL-PRF-xxx level P, NASDA-QTS-xxxx class II with identification of manufacturing sites for these standards, qualification according to approved {term}`CECC` standards.
    - Equivalent
    - 2
*   - Qualification according to MIL-PRF-xxxx level M, or qualification program internal to the manufacturer and unidentified manufacturing sites
    - Lower
    - 1
*   - No information
    - Much lower
    - 0
```

> **d) Determination of the $\Pi_{\text{Process}}$ factor**

The $\Pi_{\text{Process}}$ factor is determined according to the formula presented in {numref}`eee_8_3_2`.

**Summary for the Capacitors family 01**

<table class="myTable">
    <thead>
        <th><strong>Section</strong></th>
        <th><strong>Component types</strong></th>
        <th><strong>Modifications and adaptations for space applications</strong></th>
    </thead>
    <tr>
        <td>01</td>
        <td>Capacitors</td>
        <td>
            <p>Addition of the model for plastic film capacitors - FIDES 2021</p>
            <p>Modification of the CV product for ceramic capacitors - FIDES 2021</p>
            <p>Value of Π<sub>Film</sub> equal to 1 for all capacitors - FIDES 2021</p>
        </td>
    </tr>
</table>

(eee_8_3_5_2)=
## Connectors (family 02)

Connectors are classified as family 02 in {term}`EPPL` {cite:p}`eee-EPPL007-37`.

All connectors used for Space applications can be modelled through FIDES.

The following table presents the different subfamilies and the corresponding models with the FIDES method (in the 2009 version of FIDES but also in the 2021 version for information).


<input type="text" class="myInput" id="myInput" onkeyup="searchTableJupyter(this, 'eee_table4_37')"
    placeholder="Search table...">

```{list-table} Groups of connectors.
:name: eee-table4-37

* - <table class="myTable" id="eee_table4_37">
        <thead>
            <tr class="header">
                <th rowspan="2"><strong>Groups of connectors</strong></th>
                <th colspan="2"><strong>Models in FIDES 2009</strong></th>
                <th rowspan="2"><strong>Proposed models in FIDES</strong></th>
                <th rowspan="2"><strong>Remarks</strong></th>
            </tr>
            <tr>
                <th>2009</th>
                <th>2021</th>
            </tr>
        </thead>
        <tbody>
            <tr>
                <td>01 Circular</td>
                <td>p158</td>
                <td>p176</td>
                <td>“Circular and rectangular connectors”</td>
                <td>ECCO_01</td>
            </tr>
            <tr>
                <td>02 Rectangular</td>
                <td>p158</td>
                <td>p176</td>
                <td>“Circular and rectangular connectors”</td>
                <td>ECCO_01</td>
            </tr>
            <tr>
                <td>03 PCB</td>
                <td>p158</td>
                <td>p176</td>
                <td>“Connectors for printed circuits (and similar)”</td>
                <td>ECCO_03</td>
            </tr>
            <tr>
                <td>05 RF coaxial</td>
                <td>p158</td>
                <td>p176</td>
                <td>“Coaxial connector”</td>
                <td>ECCO_02</td>
            </tr>
            <tr>
                <td>06 Glass fibre</td>
                <td>No</td>
                <td>No</td>
                <td>NA - No longer used in space applications</td>
                <td>NA</td>
            </tr>
            <tr>
                <td>07 Microminiature</td>
                <td>No/Yes</td>
                <td>No/Yes</td>
                <td>“Circular and rectangular connectors”</td>
                <td>Not modelled directly in FIDES so the recommendation is to use the proposed model</td>
            </tr>
            <tr>
                <td>08 RF filter</td>
                <td>No</td>
                <td>No</td>
                <td>NA - No longer used in space applications</td>
                <td>NA</td>
            </tr>
            <tr>
                <td>09 Rack and panel</td>
                <td>No</td>
                <td>No</td>
                <td>NA - No longer used in space applications</td>
                <td>NA</td>
            </tr>
    </table>
```

is the generic formula used in FIDES for connectors:


````{admonition} Equation
:class: equation
```{math}
:label: Equation_1_51
\lambda = \lambda_{\text{Physical}} \cdot \Pi_{\text{PM}} \cdot \Pi_{\text{Process}} \cdot \Pi_{\text{LF}}
```

-   $\lambda_{\text{Physical}}$ the physical contribution for each component,

-   $\Pi_{\text{PM}}$ the quality and technical control over manufacturing of the item,

-   $\Pi_{\text{Process}}$ the quality and technical control over the development, manufacturing and use process for the product containing the item,

-   $\Pi_{\text{LF}}$ the factor representing the process to become lead-free if it has to be considered for Space applications, it is equal to 1 (see {numref}`eee_8_3`).
````

All this being based on a mission profile to be defined for the whole unit.

> **a) Mission profile**

In order to model the reliability for each component of a unit, it is necessary to define the mission profile corresponding to the unit under consideration. See {numref}`eee_8_3_1` for details.

> **b) Calculation of $\lambda_{\text{Physical}}$**


````{admonition} Equation
:class: equation
```{math}
:label: Equation_1_52
\lambda_{\text{Physical}} = \lambda_{O_{\text{connector}}} \cdot \sum_{i}^{\text{Phases}}{\frac{\left( t_{\text{phase}} \right)_{i}}{t_{\text{total}}} \cdot \left( \Pi_{\text{Thermal}} + \Pi_{\text{TCy}} + \Pi_{\text{Mechanical}} + \Pi_{\text{RH}} + \Pi_{\text{Chemical}} \right)_{i}} \cdot \left( \Pi_{\text{induced}} \right)_{i}
```
With:

- $\lambda_{0_{\text{connector}}}$ : Base failure rate for one group of connector
- $\Pi_{\text{Thermal}}$ : Thermal factor
- $\Pi_{\text{TCy}}$ : Cycling factor
- $\Pi_{\text{Mechanical}}$ : Mechanical factor = 0 for space industry
- $\Pi_{\text{RH}}$ : Humidity factor = 0 for space industry
- $\Pi_{\text{Chemical}}$ : Chemical
- $\Pi_{\text{induced}}$ : Induced factor
````

**Calculation of $\lambda_{0_{\text{connector}}}$:**

````{admonition} Equation
:class: equation
```{math}
:label: Equation_1_53
\lambda_{O\_ connector} = \lambda_{\text{Type}} \cdot \Pi_{\text{Transfer}} \cdot \Pi_{\text{Contact}} \cdot \Pi_{\text{Cycle}}
```
With:

-   $\lambda_{\text{Type}}$ equals 0.05 for circular & rectangular connectors, 0.07 for coaxial and 0.1 for PCB connectors.     
-   $\Pi_{\text{Transfer}}$ depends on the soldering method and is defined by {numref}`eee-table4-38`.
-   $\Pi_{\text{Contact}}$ depends on the number of contacts ($N_{\text{contact}}$) of the connector:  $\pi_{\text{contact}} = \left( N_{\text{contact}} \right)^{0.5}$
-   $\Pi_{\text{Cycle}}$  depends on the annual number of cycles (one cycle = one connection + one disconnection): $\pi_{\text{cycles}}  = 0.2 \times \left( N_{annual\_ cycles} \right)^{0.25}$
````

<input type="text" class="myInput" id="myInput" onkeyup="searchTableJupyter(this, 'eee-table4-38')" placeholder="Search table...">

```{list-table} Subtypes of connectors.
:name: eee-table4-38
:header-rows: 1
:widths: 60 20 20

*   - Transfer Type
    - $\Pi_{\text{Transfer}}$
    - 
*   - Insertion (press fit)
    - 1
    - ECCO_05
*   - Soldered (through)
    - 6
    - ECCO_06
*   - Soldered (SMD)
    - 10
    - ECCO_07
*   - Wrapping (braid)
    - 3
    - ECCO_08
*   - Wrapping (wire)
    - 2
    - ECCO_09
```

```{admonition} Note
:class: note

For space applications, where the number of cycles (mating/demating) per year is \< 1, $\Pi_{\text{Cycle}}$ = 0.2.
```

**Physical stresses for connectors:**

````{admonition} Equation
:class: equation
```{math}
:label: Equation_1_54
\Pi_{\text{Thermal}} = 0.58 \cdot exp\left\lbrack 11604 \cdot 0.1 \cdot \left( \frac{1}{293} - \frac{1}{{273 + T}_{board\_ ref} + \Delta T} \right) \right\rbrack
```
````

````{admonition} Equation
:class: equation
```{math}
:label: Equation_1_55
\Pi_{\text{Tcy}} = 0.04 \cdot \left( \frac{{12 \cdot N}_{cy\_ phase}}{t_{\text{phase}}} \right) \cdot \left( \frac{min(\theta_{\text{cy}},2)}{2} \right)^{\frac{1}{3}} \cdot \left( \frac{\text{ΔT}_{\text{cycling}}}{20} \right)^{1.9} \cdot exp\left\lbrack 1414 \cdot \left( \frac{1}{313} - \frac{1}{{273 + T}_{max\_ cycling}} \right) \right\rbrack
```
````

````{admonition} Equation
:class: equation
```{math}
:label: Equation_1_56
\Pi_{\text{Mechanical}} = 0.05 \cdot \left( \frac{G_{\text{rms}}}{0.5} \right)^{1.5}
```
````

````{admonition} Equation
:class: equation
```{math}
:label: Equation_1_57
\Pi_{\text{RH}} = 0.13 \cdot \left( \frac{\text{RH}_{board\_ ref}}{70} \right)^{4.4} \cdot \ exp\left\lbrack 11604 \cdot 0.8 \cdot \left( \frac{1}{293} - \frac{1}{{273 + T}_{board\_ ref} + \Delta T} \right) \right\rbrack
```
````

````{admonition} Equation
:class: equation
```{math}
:label: Equation_1_58
\Pi_{\text{Chemical}} = 0.2
```
````

**Induced factor $\Pi_{\text{induced}}$**

The $\Pi_{\text{induced}}$ factor allows taking into account the influence of the mission profile as described in {numref}`eee_8_3_1`. Its formula is:

````{admonition} Equation
:class: equation
```{math}
:label: Equation_1_59
\Pi_{\text{induced}\_ i} = \left( \Pi_{\text{placement}\_ i} \cdot \Pi_{\text{application}\_ i} \cdot \Pi_{\text{ruggedising}} \right)^{0.511 \cdot ln(C_{\text{sensitivity}})}
```
````

> $\Pi_{placement}$

The value of Pi Placement for connectors is 1.

> $\Pi_{\text{application}}$

$\Pi_{\text{application}}$ represents the influence of the type of application and the environment of the product containing the part. This factor varies depending on the phase of the profile.

It is evaluated through the questions presented in the following table:

<input type="text" class="myInput" id="myInput" onkeyup="searchTableJupyter(this, 'eee_table4_39')"
    placeholder="Search table...">

```{list-table} Recommended parameters for $\Pi_{\text{application}\_ i}$ for the launch, time to reach orbit and in-orbit
:name: eee-table4-39

* - <table class="myTable" id="eee_table4_39">
        <thead>
            <th>
                <p><strong>Criterion</strong></p>
            </th>
            <th>
                <p><strong>Description</strong></p>
            </th>
            <th>
                <p><strong>Levels</strong></p>
            </th>
            <th>
                <p><strong>Examples and comments</strong></p>
            </th>
            <th>
                <p><strong>Weight</strong></p>
                <p><strong>POS</strong></p>
            </th>
        </thead>
        <tr>
            <td>
                <p>User type in the phase considered</p>
            </td>
            <td>
                <p>Represents the capability to respect procedures, facing operational constraints.</p>
            </td>
            <td>
                <p><strong>0: Favourable</strong></p>
                <p>1: Moderate</p>
                <p>2: Unfavourable</p>
            </td>
            <td>
                <p><strong>0: Industry</strong></p>
                <p>1: General public</p>
                <p>2: Military</p>
                <p>The most severe level must be adopted for military applications</p>
            </td>
            <td>
                <p>20</p>
            </td>
        </tr>
        <tr>
            <td>
                <p>User qualification level in the phase considered</p>
            </td>
            <td>
                <p>Represents the level of control of the user or the worker regarding an operational context</p>
            </td>
            <td>
                <p><strong>0: Favourable</strong></p>
                <p>1: Moderate</p>
                <p>2: Unfavourable</p>
            </td>
            <td>
                <p><strong>0: Highly qualified</strong></p>
                <p>1: Qualified</p>
                <p>2: Slightly qualified or with little experience</p>
                <p>In some phases, the user to be considered is the person who does the maintenance or servicing</p>
            </td>
            <td>
                <p>10</p>
            </td>
        </tr>
        <tr>
            <td>
                <p>System mobility</p>
            </td>
            <td>
                <p>Represents contingencies related to possibilities of the system being moved</p>
            </td>
            <td>
                <p><strong>0:Non aggressive</strong></p>
                <p>1: Moderate</p>
                <p>2: Severe</p>
            </td>
            <td>
                <p><strong>0: Few contingencies (fixed or stable environment)</strong></p>
                <p>1: Moderate contingencies</p>
                <p>2: Severe contingencies, large variability (automobile)</p>
            </td>
            <td>
                <p>4</p>
            </td>
        </tr>
        <tr>
            <td>
                <p>Product manipulation</p>
            </td>
            <td>
                <p>Represents the possibility of false manipulations, shocks, drops, etc .</p>
            </td>
            <td>
                <p><strong>0:Non aggressive</strong></p>
                <p>1: Moderate</p>
                <p>2: Severe</p>
            </td>
            <td>
                <p><strong>0: Not manipulated</strong></p>
                <p>1: Manipulation without displacement or disassembly</p>
                <p>2: Manipulation with displacement or disassembly</p>
                <p>The severe level should be adopted if maintenance on the product is possible in the phase
                    considered</p>
            </td>
            <td>
                <p>15</p>
            </td>
        </tr>
        <tr>
            <td>
                <p>Type of electrical network for the system</p>
            </td>
            <td>
                <p>Represents the level of electrical disturbance expected on power supplies, signals and electrical
                    lines: power on, switching, power supply, connection/disconnection</p>
            </td>
            <td>
                <p><strong>0:Non aggressive</strong></p>
                <p>1: Moderate</p>
                <p>2: Severe</p>
            </td>
            <td>
                <p><strong>0: Undisturbed network (dedicated regulated power supply)</strong></p>
                <p>1: Slightly disturbed network</p>
                <p>2: Network subject to disturbances (on board network)</p>
                <p>The network type is a system data but that can be broken down and related to specific products
                </p>
            </td>
            <td>
                <p>4</p>
            </td>
        </tr>
        <tr>
            <td>
                <p>Product exposure to human activity</p>
            </td>
            <td>
                <p>Represents exposure to contingencies related to human activity: shock, change in final use, etc.
                </p>
            </td>
            <td>
                <p><strong>0:Non aggressive</strong></p>
                <p>1: Moderate</p>
                <p>2: Severe</p>
            </td>
            <td>
                <p><strong>0: Uninhabitable zone</strong></p>
                <p>1: Possible activity in the product zone</p>
                <p>2: Normal activity in the product zone</p>
                <p>The product can be exposed to human activity even if it is not handled itself during normal use
                </p>
            </td>
            <td>
                <p>8</p>
            </td>
        </tr>
        <tr>
            <td>
                <p>Product exposure to machine disturbances</p>
            </td>
            <td>
                <p>Represents contingencies related to operation of machines, engines, actuators: shock,
                    overheating, electrical disturbances, pollutants, etc.</p>
            </td>
            <td>
                <p>0:Non aggressive</p>
                <p><strong>1: Moderate</strong></p>
                <p>2: Severe</p>
            </td>
            <td>
                <p>0: Null (telephone)</p>
                <p><strong>1: Indirect exposure (product in compartment)</strong></p>
                <p>2: Strong or direct exposure (product in engine area)</p>
            </td>
            <td>
                <p>3</p>
            </td>
        </tr>
        <tr>
            <td>
                <p>Product exposure to the weather</p>
            </td>
            <td>
                <p>Represents exposure to rain, hail, frost, sandstorm, lightning, dust</p>
            </td>
            <td>
                <p><strong>0:Non aggressive</strong></p>
                <p>1: Moderate</p>
                <p>2: Severe</p>
            </td>
            <td>
                <p><strong>0: Null (home)</strong></p>
                <p>1: Indirect exposure (compartment, station hall)</p>
                <p>2: Outdoors (automobile engine)</p>
            </td>
            <td>
                <p>2</p>
            </td>
        </tr>
    </table>
```

A mark is given for each level: 1 for level 0, 3.2 for level 1 and 10 for level 2. This mark is multiplied by the weight ($P_{os}$) and the sum of all the products is divided by 66. For the present application here, we consider $\Pi_{\text{application}}$ = 1.1, the value determined in the frame of an Airbus Defence & Space observation project, for all in flight phases.

```{admonition} Note
:class: note

In bold in the table are the levels considered for the space environment (orbit raising and orbit keeping). They represent the typical environment met in space for satellites, hence the figure can be used for all in flight phases for all projects provided they don't present a specific application; in that case, it has to be re-evaluated.
```

> $\Pi_{\text{ruggedising}}$

The ruggedising factor is determined through a 16 questions audit ensuring the evaluation of the procedures established to guarantee the safety and maintenance of the product and that the procedures are indeed applied. See {numref}`eee_8_3_2_17`.

> $C_{\text{sensitivity}}$

The induced factor $C_{\text{sensitivity}}$ presented in {numref}`eee_8_3_2_21` is provided in the following table:

```{list-table} Induced factor coefficient of sensitivity for connectors.
:name: eee-table4-40
:header-rows: 1
:widths: 70 30

*   - Technologies
    - $C_{\text{sensitivity}}$
*   - Connectors
    - 4.40
```

```{admonition} Note
:class: note

For the 2021 issue of FIDES, the value has been updated (to 3.13).
```

> **c) Component manufacturing factor $\Pi_{\text{PM}}$**

The Part\_Manufacturing factor presented in {numref}`eee_8_3_3` represents the quality of the component. This factor transcribes the confidence that can be attributed to the way the part has been manufactured, through factors quantifying the manufacturing process of the part, the tests ran and the confidence in the manufacturer.

Its high level formula is

````{admonition} Equation
:class: equation
```{math}
:label: eq_eee_fam_7
{\pi_{\text{PM}} = e}^{1.39*\left( 1 - Part_{\text{Grade}} \right) - 0.69}
```

with

```{math}
:label: eq_eee_fam_8
Part\_ Grade = \ \frac{\left( \text{QA}_{\text{manufacturer}} + \text{QA}_{\text{component}} \right) \times \varepsilon}{24}
```
````

These parameters are determined through tables available in FIDES.

-  $\text{QA}_{\text{manufacturer}}$ is presented in {numref}`eee_8_3_3_2`

-   $\text{QA}_{\text{component}}$ is presented in {numref}`eee_8_3_3_3` and defined in {numref}`eee-table4-41`

-   $\text{RA}_{\text{component}}$ is presented in {numref}`eee_8_3_3_4`

-   $\epsilon$  is presented in {numref}`eee_8_3_3_7`

Component manufacturing factor $\pi_{\text{PM}}$ according to {numref}`eee_8_3_3` with component quality assurance levels $\text{QA}_{\text{component}}$ defined in the following tables:

<input type="text" class="myInput" id="myInput" onkeyup="searchTableJupyter(this, 'eee-table4-41')" placeholder="Search table...">

```{list-table} Recommendation for definition of parameter $\text{QA}_{\text{component}}$ for connectors.
:name: eee-table4-41
:header-rows: 1
:widths: 60 25 15

*   - Connectors: Component quality assurance level
    - Position relative to the state of the art
    - $\text{QA}_{\text{component}}$
*   - Qualification according to one of the following standards: ESCC 340x level B, NASDA-QTS-xxxx class 1, MIL-DTL-xxxxx, JAXA-QTS-2060E, GSFC
    - Higher
    - 3
*   - Qualification according to one of the following standards: Telcordia GR1217-CORE, {term}`ARINC` 600 and 80x (not space adapted), {term}`AECMA`, SAE (39029)
    - Equivalent
    - 2
*   - Qualification according to one of the following standards: {term}`EIA`, IEC, SAE, {term}`BS`
    - Lower
    - 1
*   - No information
    - Much
    - 0
```

> **d) Determination of the $\Pi_{\text{Process}}$ factor**

The $\Pi_{\text{Process}}$ factor is determined according to the formula presented in {numref}`eee_8_3_2_3`.

```{admonition} Note
:class: note

In the 2021 issue of FIDES, a table has been added for gauges of circular sections.
```

**Summary for the Connectors family 02**

<table class="myTable">
    <thead>
        <th><strong>Section</strong></th>
        <th><strong>Component types</strong></th>
        <th><strong>Modifications and adaptations for space applications</strong></th>
    </thead>
    <tr>
        <td>02</td>
        <td></td>
        <td>
            <p>Value of Π<sub>Cycle</sub> equal to 0.2</p>
            <p>Value of Π<sub>Chemical</sub> equal to 0.2</p>
        </td>
    </tr>
</table>

(eee_8_3_5_3)=
## Piezo electric devices (family 03)

Piezo electric devices are classified as family 03 in the {term}`EPPL` {cite:p}`eee-EPPL007-37`. Crystal/Quartz resonators/oscillators can be modelled through FIDES.

The following table presents the different subfamilies and the corresponding models with the FIDES method.

<input type="text" class="myInput" id="myInput" onkeyup="searchTableJupyter(this, 'eee_table4_42')" placeholder="Search table...">

```{list-table} Groups of piezo electric devices.
:name: eee-table4-42

* - <table class="myTable" id="eee_table4_42">
        <thead>
            <tr>
                <th rowspan="2"><strong>Groups of capacitors</strong></th>
                <th colspan="2"><strong>Models in FIDES </strong></th>
                <th rowspan="2">Proposed models in FIDES</th>
                <th rowspan="2"><strong>Remark</strong></th>
            </tr>
             <tr>
                <th>2009</th>
                <th>2022</th>
            </tr>
        </thead>
        <tr>
            <td>
                <p>01 Crystal resonator</p>
            </td>
            <td>p144</td>
            <td>p162</td>
            <td>
                <p>“Quartz resonator (through HCxx type case)”</p>
                <p>“Quartz resonator (surface mounted)”</p>
                <p>“Quartz oscillator (through XO type case)”</p>
                <p>“Quartz oscillator (surface mounted XO, MCSO type case)”</p>
            </td>
            <td>
                <p>ECPZ_01</p>
                <p>ECPZ_02</p>
                <p>ECPZ_03</p>
                <p>ECPZ_04</p>
            </td>
        </tr>
    </table>
```

**General model for the piezo electric devices family:**

````{admonition} Equation
:class: equation
```{math}
:label: Equation_1_60
\lambda = \lambda_{\text{Physical}} \cdot \Pi_{\text{PM}} \cdot \Pi_{\text{Process}}
```
-   $\lambda_{\text{Physical}}$ the physical contribution for each component,

-   $\Pi_{\text{PM}}$ the quality and technical control over manufacturing of the item,

-   $\Pi_{\text{Process}}$ the quality and technical control over the development, manufacturing and use process for the product containing the item.
````

All this being based on a mission profile to be defined for the whole unit.

> **a) Mission profile**

In order to model the reliability for each component of a unit, it is necessary to define the mission profile corresponding to the unit under consideration. See {numref}`eee_8_3_1` for details.

> **b) Calculation of $\lambda_{\text{Physical}}$**

````{admonition} Equation
:class: equation
```{math}
:label: Equation_1_61
\lambda_{\text{Physical}} = \lambda_{O_{\text{piezoelectric}}} \sum_{i}^{\text{Phases}}{\frac{\left( t_{\text{phase}} \right)_{i}}{t_{\text{total}}} \cdot \left( \Pi_{Thermo\_ electrical} + \Pi_{\text{TCy}} + \Pi_{\text{Mechanical}} + \Pi_{\text{RH}} \right)_{i}} \cdot \left( \Pi_{\text{induced}} \right)_{i}
```
With:

- $\lambda_{0_{\text{piezoelectric}}}$ : Base failure rate for one group of piezoelectric
- $\Pi_{\text{Thermo-electric}}$ : Thermo-electric factor
- $\Pi_{\text{TCy}}$ : Cycling factor
- $\Pi_{\text{Mechanical}}$ : Mechanical factor = 0 for space industry
- $\Pi_{\text{RH}}$ : Humidity factor = 0 for space industry
- $\Pi_{\text{induced}}$ : Induced factor
````

$\lambda_{0_{\text{piezoelectric}}}$ corresponds to the basic failure rate defined as follow within the mentioned groups:

<input type="text" class="myInput" id="myInput" onkeyup="searchTableJupyter(this, 'eee-table4-43')" placeholder="Search table...">

```{list-table} Basic failure rates for piezo electric devices.
:name: eee-table4-43
:header-rows: 1
:widths: 60 25 15

*   - Component description
    - 
    - $\lambda_{0_{\text{piezoelectric}}}$
*   - Oscillator surface, XO, MCSO case type
    - ECPZ_04
    - 1.63
*   - Oscillator through, XO case type
    - ECPZ_03
    - 1.60
*   - Resonator through, HCxx case type
    - ECPZ_01
    - 0.82
*   - Resonator surface mount
    - ECPZ_02
    - 0.79
```

**Physical stresses for piezo electric devices:**

````{admonition} Equation
:class: equation
```{math}
:label: Equation_1_62
\Pi_{Thermo\_ electrical} = \gamma_{TH - EL} \cdot \Pi_{rating\_ TH\_ i} \cdot \Pi_{rating\_ EL\_ i}
```
````

$\gamma_{TH - EL}$ depends on the type of piezo electrical devices.

<input type="text" class="myInput" id="myInput" onkeyup="searchTableJupyter(this, 'eee-table4-44')" placeholder="Search table...">

```{list-table} $\gamma_{TH - EL}$ for piezo electric devices.
:name: eee-table4-44
:header-rows: 1
:widths: 70 30

*   - Component description
    - $\gamma_{TH - EL}$
*   - Oscillator surface, XO, MCSO case type
    - 0.31
*   - Oscillator through, XO case type
    - 0.32
*   - Resonator through, HCxx case type
    - 0.16
*   - Resonator surface mount
    - 0.16
```

$\Pi_{rating\_ TH\_ i}$ follows the rule:

-   $\Pi_{rating\_ TH\_ i}$ =1 if $T_{board\_ ref}$ + $\Delta T$ \< $T_{max\_ manufacturer}$- 40°C;

-   $\Pi_{rating\_ TH\_ i}$ =5 if $T_{board\_ ref}$ + $\Delta T$ ≥ $T_{max\_ manufacturer}$- 40°C;

$\Pi_{rating\_ EL\_ i}$ follows the rule:

-   $\Pi_{rating\_ EL\_ i}$ =1 for resonators;

-   $\Pi_{rating\_ EL\_ i}$ =1 for oscillators if $I_{output}$ \< 0.8·$I_{max\_ output}$;

-   $\Pi_{rating\_ EL\_ i}$ =5 for oscillators if $I_{output}$ ≥ 0.8·$I_{max\_ output}$.

All other parameters are issued from the mission profile.

````{admonition} Equation
:class: equation
```{math}
:label: Equation_1_63
\Pi_{\text{Tcy}} = \gamma_{\text{TCy}} \cdot \left( \frac{{12 \cdot N}_{cy\_ phase}}{t_{\text{phase}}} \right) \cdot \left( \frac{min(\theta_{\text{cy}},2)}{2} \right)^{\frac{1}{3}} \cdot \left( \frac{\text{ΔT}_{\text{cycling}}}{20} \right)^{1.9} \cdot exp\left\lbrack 1414 \cdot \left( \frac{1}{313} - \frac{1}{{273 + T}_{max\_ cycling}} \right) \right\rbrack
```
````

$\gamma_{\text{TCy}}$ depends on the type of piezo electrical devices.

<input type="text" class="myInput" id="myInput" onkeyup="searchTableJupyter(this, 'eee-table4-45')" placeholder="Search table...">

```{list-table} $\gamma_{\text{TCy}}$ for piezo electric devices.
:name: eee-table4-45
:header-rows: 1
:widths: 70 30

*   - Component description
    - $\gamma_{\text{TCy}}$
*   - Oscillator surface, XO, MCSO case type
    - 0.53
*   - Oscillator through, XO case type
    - 0.42
*   - Resonator through, HCxx case type
    - 0.46
*   - Resonator surface mount
    - 0.59
```

All other parameters are issued from the mission profile.

````{admonition} Equation
:class: equation
```{math}
:label: Equation_1_64
\Pi_{\text{Mechanical}} = \gamma_{\text{Mech}} \cdot \left( \frac{G_{\text{rms}}}{0.5} \right)^{1.5}
```
````

$\gamma_{\text{Mech}}$ depends on the type of piezo electrical devices.

<input type="text" class="myInput" id="myInput" onkeyup="searchTableJupyter(this, 'eee-table4-46')" placeholder="Search table...">

```{list-table} $\gamma_{\text{Mech}}$ for piezo electric devices.
:name: eee-table4-46
:header-rows: 1
:widths: 70 30

*   - Component description
    - $\gamma_{\text{Mech}}$
*   - Oscillator surface, XO, MCSO case type
    - 0.07
*   - Oscillator through, XO case type
    - 0.14
*   - Resonator through, HCxx case type
    - 0.27
*   - Resonator surface mount
    - 0.15
```

All other parameters are issued from the mission profile.

````{admonition} Equation
:class: equation
```{math}
:label: Equation_1_65
\Pi_{\text{RH}} = \gamma_{\text{RH}} \cdot \left( \frac{\text{RH}_{board\_ ref}}{70} \right)^{4.4} \cdot \ exp\left\lbrack 11604 \cdot 0.9 \cdot \left( \frac{1}{293} - \frac{1}{{273 + T}_{board\_ ref} + \Delta T} \right) \right\rbrack
```
````

$\gamma_{\text{RH}}$ depends on the type of piezo electrical devices.

<input type="text" class="myInput" id="myInput" onkeyup="searchTableJupyter(this, 'eee-table4-47')" placeholder="Search table...">

```{list-table} $\gamma_{\text{RH}}$ for piezo electric devices.
:name: eee-table4-47
:header-rows: 1
:widths: 70 30

*   - Component description
    - $\gamma_{\text{RH}}$
*   - Oscillator surface, XO, MCSO case type
    - 0.09
*   - Oscillator through, XO case type
    - 0.12
*   - Resonator through, HCxx case type
    - 0.11
*   - Resonator surface mount
    - 0.10
```

All other parameters are issued from the mission profile.

**Induced factor $\Pi_{\text{induced}}$**

The $\Pi_{\text{induced}}$ factor allows taking into account the influence of the mission profile as described in {numref}`eee_8_3_1`. Its formula is:

````{admonition} Equation
:class: equation
```{math}
:label: Equation_1_66
\Pi_{\text{induced}\_ i} = \left( \Pi_{\text{placement}\_ i} \cdot \Pi_{\text{application}\_ i} \cdot \Pi_{\text{ruggedising}} \right)^{0.511 \cdot ln(C_{\text{sensitivity}})}
```
````

> $\Pi_{placement}$

The Pi Placement depends on the function, there are 6 choices to choose as recalled here from Table XX:

<input type="text" class="myInput" id="myInput" onkeyup="searchTableJupyter(this, 'eee-table4-48')" placeholder="Search table...">

```{list-table} Recommendation for the definition of parameter $\Pi_{\text{placement}\_ i}$.
:name: eee-table4-48
:header-rows: 1
:widths: 70 30

*   - Description of the placement influence
    - $\Pi_{\text{placement}\_ i}$
*   - Digital non-interface function
    - 1.0
*   - Digital interface function
    - 1.6
*   - Analog low-level non-interface function (<1A)
    - 1.3
*   - Analog low-level interface function (<1A)
    - 2.0
*   - Analog power non-interface function (≥1A)
    - 1.6
*   - Analog power interface function (≥1A)
    - 2.5
```

> $\Pi_{\text{application}}$

$\Pi_{\text{application}}$ represents the influence of the type of application and the environment of the product containing the part. This factor varies depending on the phase of the profile.

It is evaluated through the questions presented in the following table:

<input type="text" class="myInput" id="myInput" onkeyup="searchTableJupyter(this, 'eee_table4_49')"
    placeholder="Search table...">

```{list-table} Recommended parameters for $\Pi_{\text{application}\_ i}$ for the launch, time to reach orbit and in-orbit
:name: eee-table4-49

* - <table class="myTable" id="eee_table4_49">
        <thead>
            <th>
                <p><strong>Criterion</strong></p>
            </th>
            <th>
                <p><strong>Description</strong></p>
            </th>
            <th>
                <p><strong>Levels</strong></p>
            </th>
            <th>
                <p><strong>Examples and comments</strong></p>
            </th>
            <th>
                <p><strong>Weight</strong></p>
                <p><strong>POS</strong></p>
            </th>
        </thead>
        <tr>
            <td>
                <p>User type in the phase considered</p>
            </td>
            <td>
                <p>Represents the capability to respect procedures, facing operational constraints.</p>
            </td>
            <td>
                <p><strong>0: Favourable</strong></p>
                <p>1: Moderate</p>
                <p>2: Unfavourable</p>
            </td>
            <td>
                <p><strong>0: Industry</strong></p>
                <p>1: General public</p>
                <p>2: Military</p>
                <p>The most severe level must be adopted for military applications</p>
            </td>
            <td>
                <p>20</p>
            </td>
        </tr>
        <tr>
            <td>
                <p>User qualification level in the phase considered</p>
            </td>
            <td>
                <p>Represents the level of control of the user or the worker regarding an operational context</p>
            </td>
            <td>
                <p><strong>0: Favourable</strong></p>
                <p>1: Moderate</p>
                <p>2: Unfavourable</p>
            </td>
            <td>
                <p><strong>0: Highly qualified</strong></p>
                <p>1: Qualified</p>
                <p>2: Slightly qualified or with little experience</p>
                <p>In some phases, the user to be considered is the person who does the maintenance or servicing</p>
            </td>
            <td>
                <p>10</p>
            </td>
        </tr>
        <tr>
            <td>
                <p>System mobility</p>
            </td>
            <td>
                <p>Represents contingencies related to possibilities of the system being moved</p>
            </td>
            <td>
                <p><strong>0:Non aggressive</strong></p>
                <p>1: Moderate</p>
                <p>2: Severe</p>
            </td>
            <td>
                <p><strong>0: Few contingencies (fixed or stable environment)</strong></p>
                <p>1: Moderate contingencies</p>
                <p>2: Severe contingencies, large variability (automobile)</p>
            </td>
            <td>
                <p>4</p>
            </td>
        </tr>
        <tr>
            <td>
                <p>Product manipulation</p>
            </td>
            <td>
                <p>Represents the possibility of false manipulations, shocks, drops, etc .</p>
            </td>
            <td>
                <p><strong>0:Non aggressive</strong></p>
                <p>1: Moderate</p>
                <p>2: Severe</p>
            </td>
            <td>
                <p><strong>0: Not manipulated</strong></p>
                <p>1: Manipulation without displacement or disassembly</p>
                <p>2: Manipulation with displacement or disassembly</p>
                <p>The severe level should be adopted if maintenance on the product is possible in the phase
                    considered</p>
            </td>
            <td>
                <p>15</p>
            </td>
        </tr>
        <tr>
            <td>
                <p>Type of electrical network for the system</p>
            </td>
            <td>
                <p>Represents the level of electrical disturbance expected on power supplies, signals and electrical
                    lines: power on, switching, power supply, connection/disconnection</p>
            </td>
            <td>
                <p><strong>0:Non aggressive</strong></p>
                <p>1: Moderate</p>
                <p>2: Severe</p>
            </td>
            <td>
                <p><strong>0: Undisturbed network (dedicated regulated power supply)</strong></p>
                <p>1: Slightly disturbed network</p>
                <p>2: Network subject to disturbances (on board network)</p>
                <p>The network type is a system data but that can be broken down and related to specific products
                </p>
            </td>
            <td>
                <p>4</p>
            </td>
        </tr>
        <tr>
            <td>
                <p>Product exposure to human activity</p>
            </td>
            <td>
                <p>Represents exposure to contingencies related to human activity: shock, change in final use, etc.
                </p>
            </td>
            <td>
                <p><strong>0:Non aggressive</strong></p>
                <p>1: Moderate</p>
                <p>2: Severe</p>
            </td>
            <td>
                <p><strong>0: Uninhabitable zone</strong></p>
                <p>1: Possible activity in the product zone</p>
                <p>2: Normal activity in the product zone</p>
                <p>The product can be exposed to human activity even if it is not handled itself during normal use
                </p>
            </td>
            <td>
                <p>8</p>
            </td>
        </tr>
        <tr>
            <td>
                <p>Product exposure to machine disturbances</p>
            </td>
            <td>
                <p>Represents contingencies related to operation of machines, engines, actuators: shock,
                    overheating, electrical disturbances, pollutants, etc.</p>
            </td>
            <td>
                <p>0:Non aggressive</p>
                <p><strong>1: Moderate</strong></p>
                <p>2: Severe</p>
            </td>
            <td>
                <p>0: Null (telephone)</p>
                <p><strong>1: Indirect exposure (product in compartment)</strong></p>
                <p>2: Strong or direct exposure (product in engine area)</p>
            </td>
            <td>
                <p>3</p>
            </td>
        </tr>
        <tr>
            <td>
                <p>Product exposure to the weather</p>
            </td>
            <td>
                <p>Represents exposure to rain, hail, frost, sandstorm, lightning, dust</p>
            </td>
            <td>
                <p><strong>0:Non aggressive</strong></p>
                <p>1: Moderate</p>
                <p>2: Severe</p>
            </td>
            <td>
                <p><strong>0: Null (home)</strong></p>
                <p>1: Indirect exposure (compartment, station hall)</p>
                <p>2: Outdoors (automobile engine)</p>
            </td>
            <td>
                <p>2</p>
            </td>
        </tr>
    </table>
```

A mark is given for each level: 1 for level 0, 3.2 for level 1 and 10 for level 2. This mark is multiplied by the weight ($P_{os}$) and the sum of all the products is divided by 66. For the present application here, we consider $\Pi_{\text{application}}$ = 1.1, the value determined in the frame of an Airbus Defence & Space observation project, for all in flight phases.

```{admonition} Note
:class: note

In bold in the table are the levels considered for the space environment (orbit raising and orbit keeping). They represent the typical environment met in space for satellites, hence the figure can be used for all in flight phases for all projects provided they don't present a specific application; in that case, it has to be re-evaluated.
```

> $\Pi_{\text{ruggedising}}$

The ruggedising factor is determined through a 16 questions audit ensuring the evaluation of the procedures established to guarantee the safety and maintenance of the product and that the procedures are indeed applied. See {numref}`eee_8_3_2_17`.

> $C_{\text{sensitivity}}$

The induced factor $C_{\text{sensitivity}}$ presented in {numref}`eee_8_3_2_21` is provided in the following table:

```{list-table} Induced factor coefficient of sensitivity for piezo electric devices.
:name: eee-table4-50
:header-rows: 1
:widths: 70 30

*   - Technologies
    - $C_{\text{sensitivity}}$
*   - Resonators
    - 4.55
*   - Quartz
    - 8.10
```

```{admonition} Note
:class: note

For the 2021 issue of FIDES, the value has been updated (respectively to 3.95 and 7.25).
```

> **c) Component manufacturing factor $\Pi_{\text{PM}}$**

The Part\_Manufacturing factor presented in {numref}`eee_8_3_3` represents the quality of the component. This factor transcribes the confidence that can be attributed to the way the part has been manufactured, through factors quantifying the manufacturing process of the part, the tests ran and the confidence in the manufacturer.

Its high level formula is

````{admonition} Equation
:class: equation
```{math}
:label: eq_eee_fam_9
{\pi_{\text{PM}} = e}^{1.39*\left( 1 - Part_{\text{Grade}} \right) - 0.69}
```

with

```{math}
:label: eq_eee_fam_10
Part\_ Grade = \ \frac{\left( \text{QA}_{\text{manufacturer}} + \text{QA}_{\text{component}} \right) \times \varepsilon}{24}
```
````

These parameters are determined through tables available in FIDES.

-  $\text{QA}_{\text{manufacturer}}$ is presented in {numref}`eee_8_3_3_2`

-   $\text{QA}_{\text{component}}$ is presented in {numref}`eee_8_3_3_3` and defined in {numref}`eee-table4-51`

-   $\text{RA}_{\text{component}}$ is presented in {numref}`eee_8_3_3_4`

-   $\epsilon$  is presented in {numref}`eee_8_3_3_7`

Component manufacturing factor $\pi_{\text{PM}}$ according to {numref}`eee_8_3_3` with component quality assurance levels $\text{QA}_{\text{component}}$ defined in the following tables:

<input type="text" class="myInput" id="myInput" onkeyup="searchTableJupyter(this, 'eee-table4-51')" placeholder="Search table...">

```{list-table} Recommendation for definition of parameter $\text{QA}_{\text{component}}$ for piezoelectric components.
:name: eee-table4-51
:header-rows: 1
:widths: 60 25 15

*   - Piezoelectric components: Component quality assurance level
    - Position relative to the state of the art
    - $\text{QA}_{\text{component}}$
*   - Qualification according to one of the following standards: AEC Q200 (Resonator) MIL-PRF-38534 class K (oscillator), MIL-PRF-55310 class S (Oscillator), ESCC 3503 (oscillator)/3501 (resonator) or equivalent
    - Higher
    - 3
*   - Qualification according to one of the following standards: MIL-PRF-38534 class H, MIL-PRF-55310 class B
    - Equivalent
    - 2
*   - Qualification according to one of the following MIL-PRF-xxxx level M
    - Lower
    - 1
*   - No information
    - Much
    - 0
```

> **d) Determination of the $\Pi_{\text{Process}}$ factor**

The $\Pi_{\text{Process}}$ factor is determined according to the formula presented in {numref}`eee_8_3_2_3`.

**Summary for the Crystal resonators family 03**

<table class="myTable">
    <thead>
        <th><strong>Section</strong></th>
        <th><strong>Component types</strong></th>
        <th><strong>Modifications and adaptations for space applications</strong></th>
    </thead>
    <tr>
        <td>03</td>
        <td>Piezolectric components</td>
        <td>
            <p>-</p>
        </td>
    </tr>
</table>


(eee_8_3_5_4)=
## Diodes (family 04)

General diodes and HF/RF diodes are classified as family 04 in {term}`EPPL` {cite:p}`eee-EPPL007-37`.

All diodes used for Space applications can be modelled through FIDES.

The following table presents the different subfamilies and the corresponding models with the FIDES method, giving the pages where it can be found in both versions (2009 & 2021), for information.

<input type="text" class="myInput" id="myInput" onkeyup="searchTableJupyter(this, 'eee_table4_52')"
    placeholder="Search table...">

```{list-table} Groups of diodes.
:name: eee-table4-52

* - <table class="myTable" id="eee_table4_52">
        <thead>
            <tr>
                <th rowspan="2"><strong>Groups of diodes.</strong></th>
                <th colspan="2"><strong>Models in FIDES 2009</strong></th>
                <th rowspan="2"><strong>Proposed models in FIDES</strong></th>
                <th rowspan="2"><strong>Remarks</strong></th>
            </tr>
            <tr>
                <th>2009</th>
                <th>2021</th>
            </tr>
        </thead>
        <tr>
            <td>01 Switching</td>
            <td>p120</td>
            <td>p133</td>
            <td>“Signal diodes up to 1A (PIN, Schottky, signal, varactor)”</td>
            <td>ECDS_10</td>
        </tr>
        <tr>
            <td>02 Rectifier</td>
            <td>
                <p>p120</p>
                <p>p120</p>
            </td>
            <td>
                <p>p133</p>
                <p>p133</p>
            </td>
            <td>
                <p>“Rectifying diodes 1A to 3A”</p>
                <p>“Rectifying diodes &gt; 3A”</p>
            </td>
            <td>
                <p>ECDS_11</p>
                <p>ECDS_15</p>
            </td>
        </tr>
        <tr>
            <td>03 Voltage regulator</td>
            <td>
                <p>p120</p>
                <p>p120</p>
            </td>
            <td>
                <p>p133</p>
                <p>p133</p>
            </td>
            <td>
                <p>“Zener regulation diodes up to 1.5W”,</p>
                <p>“Zener regulation diodes more than 1,5W”</p>
            </td>
            <td>
                <p>ECDS_12</p>
                <p>ECDS_16</p>
            </td>
        </tr>
        <tr>
            <td>04 Voltage reference / Zener</td>
            <td>
                <p>p120</p>
                <p>p120</p>
            </td>
            <td>
                <p>p133</p>
                <p>p133</p>
            </td>
            <td>
                <p>“Zener regulation diodes up to 1,5W”</p>
                <p>“Zener regulation diodes more than 1.5W”</p>
            </td>
            <td>
                <p>ECDS_12</p>
                <p>ECDS_16</p>
            </td>
        </tr>
        <tr>
            <td>05 RF microwave Schottky (Si)</td>
            <td>p185</td>
            <td>p211</td>
            <td>“PIN, Schottky, Tunnel, varactor diodes (RF HF)”</td>
            <td>HFDI_01</td>
        </tr>
        <tr>
            <td>06 Pin</td>
            <td>p185</td>
            <td>p211</td>
            <td>“PIN, Schottky, Tunnel, varactor diodes (RF HF)”</td>
            <td>HFDI_01</td>
        </tr>
        <tr>
            <td>07 Hot carrier</td>
            <td>
                <p>p120</p>
                <p>p185</p>
            </td>
            <td>
                <p>p133</p>
                <p>p211</p>
            </td>
            <td>
                <p>“Signal diodes up to 1A (PIN, Schottky, signal, varactor)”</p>
                <p>“PIN, Schottky, Tunnel, varactor diodes (RF HF)”</p>
            </td>
            <td>
                <p>ECDS_10</p>
                <p>HFDI_01</p>
            </td>
        </tr>
        <tr>
            <td>08 Transient suppression</td>
            <td>
                <p>p120</p>
                <p>p120</p>
            </td>
            <td>
                <p>p133</p>
                <p>p133</p>
            </td>
            <td>
                <p>“Protection diodes up to 3kW (in peak 10ms/100ms) (TVS)”</p>
                <p>“Protection diodes more than 3kW (in peak 10ms/100ms) (TVS)”</p>
            </td>
            <td>
                <p>ECDS_13</p>
                <p>ECDS_17</p>
            </td>
        </tr>
        <tr>
            <td>10 High voltage rectifier</td>
            <td>No/Yes</td>
            <td>No/Yes</td>
            <td>Not usually used in space applications, no more present in the EPPL list but recommendation to use
                “Rectifying diodes &gt; 3A”</td>
            <td>ECDS_15</td>
        </tr>
        <tr>
            <td>11 Microwave varactor (GaAs)</td>
            <td>No/Yes</td>
            <td>No/Yes</td>
            <td>Not usually used in space applications, no more present in the EPPL list  but recommendation to use “PIN, Schottky, Tunnel, varactor diodes (RF HF)”</td>
            <td>HFDI_01</td>
        </tr>
        <tr>
            <td>12 Step recovery</td>
            <td>No</td>
            <td>No</td>
            <td>Not usually used in space applications, no more present in the EPPL and not modelled by FIDES 2009</td>
            <td>NA</td>
        </tr>
        <tr>
            <td>13 RF / microwave varactor (Si)</td>
            <td>p185</td>
            <td>p211</td>
            <td>“PIN, Schottky, Tunnel, varactor diodes (RF HF)”</td>
            <td>HFDI_01</td>
        </tr>
        <tr>
            <td>14 Current regulator</td>
            <td>No</td>
            <td>No</td>
            <td>Not usually used in space applications, no more present in the EPPL and not modelled by FIDES 2009</td>
            <td>NA</td>
        </tr>
        <tr>
            <td>15 Microwave Schottky (GaAs)</td>
            <td>No/Yes</td>
            <td>No/Yes</td>
            <td>Not usually used in space applications, no more present in the EPPL but recommendation to use “PIN,
                Schottky, Tunnel, varactor diodes (RF HF)”</td>
            <td>HFDI_01</td>
        </tr>
        <tr>
            <td>16 RF / microwave pin</td>
            <td>p185</td>
            <td>p211</td>
            <td>“PIN, Schottky, Tunnel, varactor diodes (RF HF)”</td>
            <td>HFDI_01</td>
        </tr>
        <tr>
            <td>17 Microwave gunn (GaAs)</td>
            <td>No</td>
            <td>No</td>
            <td>Not usually used in space applications, no more present in the EPPL</td>
            <td>NA</td>
        </tr>
        </table>
```


(eee_8_3_5_4_1)=
### HF RF Diodes (05, 06, 11, 13, 15 & 16 families)

**General model for the general diodes and the HF RF diodes family:**

````{admonition} Equation
:class: equation
```{math}
:label: Equation_1_67
\lambda = \lambda_{\text{Physical}} \cdot \Pi_{\text{PM}} \cdot \Pi_{\text{Process}} \cdot \Pi_{\text{LF}} \cdot \Pi_{\text{ProcessRFHF}}
```
-   $\lambda_{\text{Physical}}$ the physical contribution for each component,

-   $\Pi_{\text{PM}}$ the quality and technical control over manufacturing of the item,

-   $\Pi_{\text{ProcessRFHF}}$ the quality and technical control over the development, manufacturing and use process for the RFHF item,

-   $\Pi_{\text{LF}}$ the factor representing the process to become lead-free if it has to be considered for Space applications, it is equal to 1 (see {numref}`eee_8_3`).
````

All this being based on a mission profile to be defined for the whole unit.

With process factor $\Pi_{\text{Process}}$ according to {numref}`eee_8_3_2_1` and HF/RF process factor $\Pi_{\text{ProcessRFHF}}$ according to {numref}`eee_8_3_2_5`.

> **a) Mission profile**

In order to model the reliability for each component of a unit, it is necessary to define the mission profile corresponding to the unit under consideration. See {numref}`eee_8_3_1` for details.

> **b) Calculation of $\lambda_{\text{Physical}}$**

````{admonition} Equation
:class: equation
```{math}
:label: Equation_1_68
\lambda_{\text{Physical}} = \sum_{i}^{\text{Phases}}{\frac{\left( t_{\text{phase}} \right)_{i}}{t_{\text{total}}} \cdot \begin{pmatrix} 
  {\lambda_{\text{OTH}} \cdot \Pi}_{\text{Thermal}} \\                                                                                        
  {+ \lambda_{\text{OTCyCase}} \cdot \Pi}_{\text{TCyCase}} \\                                                                                 
  \begin{matrix}                                                                                                                                
  + \lambda_{\text{OTCySolderjoints}} \cdot \Pi_{\text{TCySolderjoints}} \\                                                                 
   + \lambda_{\text{OMech}} \cdot \Pi_{\text{Mech}} \\                                                                                        
  \end{matrix} \\                                                                                                                               
  \end{pmatrix}_{i}} \cdot \left( \Pi_{\text{induced}} \right)_{i}
```
````

Basic failure rate $\lambda_{\text{OTH}}$ is provided in the following table for RFHF diodes:

<input type="text" class="myInput" id="myInput" onkeyup="searchTableJupyter(this, 'eee-table4-53')" placeholder="Search table...">

```{list-table} Basic failure rates $\lambda_{\text{OTH}}$ for diodes.
:name: eee-table4-53
:header-rows: 1
:widths: 40 40 10 10

*   - Diode Type
    - Subcategory
    - $\lambda_{\text{OTH}}$
    - Remark
*   - PIN, Schottky, tunnel, varactor (RFHF)
    - Si and SiGe discrete semiconductor circuit HFDI
    - 0.0120
    - HFDI_01
*   - PIN, Schottky, tunnel, varactor (RFHF)
    - Si and SiGe discrete semiconductor circuit HFDA
    - 0.0120
    - HFDA_01
```

Basic failure rates $\lambda_{\text{OTCyCase}}$, $\lambda_{\text{OTCySolderjoints}}$ and $\lambda_{\text{OMech}}$ are provided in the following table for the packages SODxx and TOxx specifically used in space applications:

<input type="text" class="myInput" id="myInput" onkeyup="searchTableJupyter(this, 'eee_table4_54')"
    placeholder="Search table...">

```{list-table} Basic failure rates $\lambda_{0}$ for diodes.
:name: eee-table4-54

* - <table class="myTable" id="eee_table4_54">
        <thead>
            <tr>
                <th><strong>Case</strong></th>
                <th><strong>Equivalent name</strong></th>
                <th><strong>Description</strong></th>
                <th><strong>λ<sub>OTCyCase</sub></strong></th>
                <th><strong>λ<sub>OTCySolderjoints</sub></strong></th>
                <th><strong>λ<sub>OMech</sub></strong></th>
            </tr>
        </thead>
        <tr>
            <td>SOD80</td>
            <td>Mini-MELF, DO213AA</td>
            <td rowspan="2">SMD, Hermetically sealed glass</td>
            <td rowspan="2">0.00781</td>
            <td rowspan="2">0.03905</td>
            <td rowspan="2">0.00078</td>
        </tr>
        <tr>
            <td>SOD87</td>
            <td>MELF, DO213AB</td>
        </tr>
        <tr>
            <td>TO18</td>
            <td>TO71, TO72, SOT31, SOT18</td>
            <td rowspan="3">Through hole, metal</td>
            <td rowspan="3">0.0101</td>
            <td rowspan="3">0.0505</td>
            <td rowspan="3">0.00101</td>
        </tr>
        <tr>
            <td>TO39</td>
            <td>SOT5, TO254</td>
        </tr>
        <tr>
            <td>TO52</td>
            <td></td>
        </tr>
        </table>
```


$\lambda_{\text{OTH}}$ is a fixed value given in another table, depending on the type of components.

**Physical stresses for the general diodes and the RF HF diodes family:**

````{admonition} Equation
:class: equation
```{math}
:label: Equation_1_69
\Pi_{\text{Thermal}} = \Pi_{\text{El}} \cdot exp\left\lbrack 11604 \cdot E_{a} \cdot \left( \frac{1}{293} - \frac{1}{{273 + T}_{board\_ ref} + \Delta T} \right) \right\rbrack
```
````

$E_{a}$ = 0.7eV;

````{admonition} Equation
:class: equation
```{math}
:label: Equation_1_70
\Pi_{\text{El}}=
\begin{cases}
\left( \frac{V_{\text{applied}}}{V_{\text{rated}}} \right)^{2.4} &\text{if} \frac{V_{\text{applied}}}{V_{\text{rated}}} > 0.3 \\
0.056 &\text{if} \frac{V_{\text{applied}}}{V_{\text{rated}}} \leq 0.3.
\end{cases}
```
````

for signal diodes up to 1A (PIN, Schottky, signal, varactor) and for HF/RF diodes

for all other diodes, $\Pi_{\text{El}}$ = 1.

````{admonition} Equation
:class: equation
```{math}
:label: Equation_1_71
\Pi_{\text{TcyCase}} = \left( \frac{{12 \cdot N}_{cy\_ phase}}{t_{\text{phase}}} \right) \cdot \left( \frac{\text{ΔT}_{\text{cycling}}}{20} \right)^{4} \cdot exp\left\lbrack 1414 \cdot \left( \frac{1}{313} - \frac{1}{{273 + T}_{max\_ cycling}} \right) \right\rbrack
```
````


````{admonition} Equation
:class: equation
```{math}
:label: Equation_1_72
\Pi_{\text{TcySolderjoints}} = \left( \frac{{12 \cdot N}_{cy\_ annual}}{t_{\text{annual}}} \right) \cdot \left( \frac{min(\theta_{\text{cy}},2)}{2} \right)^{\frac{1}{3}} \cdot \left( \frac{\text{ΔT}_{\text{cycling}}}{20} \right)^{1.9} \cdot exp\left\lbrack 1414 \cdot \left( \frac{1}{313} - \frac{1}{{273 + T}_{max\_ cycling}} \right) \right\rbrack
```
````


````{admonition} Equation
:class: equation
```{math}
:label: Equation_1_73
\Pi_{\text{Mechanical}} = \left( \frac{G_{\text{rms}}}{0.5} \right)^{1.5}
```
````

All other parameters are issued from the mission profile. 

**Induced factor $\Pi_{\text{induced}}$**

The $\Pi_{\text{induced}}$ factor allows taking into account the influence of the mission profile as described in {numref}`eee_8_3_1`. Its formula is:

````{admonition} Equation
:class: equation
```{math}
:label: Equation_1_74
\Pi_{\text{induced}\_ i} = \left( \Pi_{\text{placement}\_ i} \cdot \Pi_{\text{application}\_ i} \cdot \Pi_{\text{ruggedising}} \right)^{0.511 \cdot ln(C_{\text{sensitivity}})}
```
````

> $\Pi_{placement}$

The Pi Placement depends on the function, there are 6 choices to choose as recalled here from Table XX:

<input type="text" class="myInput" id="myInput" onkeyup="searchTableJupyter(this, 'eee-table4-55')" placeholder="Search table...">

```{list-table} Recommendation for the definition of parameter $\Pi_{\text{placement}\_ i}$.
:name: eee-table4-55
:header-rows: 1
:widths: 70 30

*   - Description of the placement influence
    - $\Pi_{\text{placement}\_ i}$
*   - Digital non-interface function
    - 1.0
*   - Digital interface function
    - 1.6
*   - Analog low-level non-interface function (<1A)
    - 1.3
*   - Analog low-level interface function (<1A)
    - 2.0
*   - Analog power non-interface function (≥1A)
    - 1.6
*   - Analog power interface function (≥1A)
    - 2.5
```

> $\Pi_{\text{application}}$

$\Pi_{\text{application}}$ represents the influence of the type of application and the environment of the product containing the part. This factor varies depending on the phase of the profile.

It is evaluated through the questions presented in the following table and addressed in {numref}`eee_8_3_2_19`:

<input type="text" class="myInput" id="myInput" onkeyup="searchTableJupyter(this, 'eee_table4_56')"
    placeholder="Search table...">

```{list-table} Recommended parameters for $\Pi_{\text{application}\_ i}$ for the launch, time to reach orbit and in-orbit
:name: eee-table4-56

* - <table class="myTable" id="eee_table4_56">
        <thead>
            <th>
                <p><strong>Criterion</strong></p>
            </th>
            <th>
                <p><strong>Description</strong></p>
            </th>
            <th>
                <p><strong>Levels</strong></p>
            </th>
            <th>
                <p><strong>Examples and comments</strong></p>
            </th>
            <th>
                <p><strong>Weight</strong></p>
                <p><strong>POS</strong></p>
            </th>
        </thead>
        <tr>
            <td>
                <p>User type in the phase considered</p>
            </td>
            <td>
                <p>Represents the capability to respect procedures, facing operational constraints.</p>
            </td>
            <td>
                <p><strong>0: Favourable</strong></p>
                <p>1: Moderate</p>
                <p>2: Unfavourable</p>
            </td>
            <td>
                <p><strong>0: Industry</strong></p>
                <p>1: General public</p>
                <p>2: Military</p>
                <p>The most severe level must be adopted for military applications</p>
            </td>
            <td>
                <p>20</p>
            </td>
        </tr>
        <tr>
            <td>
                <p>User qualification level in the phase considered</p>
            </td>
            <td>
                <p>Represents the level of control of the user or the worker regarding an operational context</p>
            </td>
            <td>
                <p><strong>0: Favourable</strong></p>
                <p>1: Moderate</p>
                <p>2: Unfavourable</p>
            </td>
            <td>
                <p><strong>0: Highly qualified</strong></p>
                <p>1: Qualified</p>
                <p>2: Slightly qualified or with little experience</p>
                <p>In some phases, the user to be considered is the person who does the maintenance or servicing</p>
            </td>
            <td>
                <p>10</p>
            </td>
        </tr>
        <tr>
            <td>
                <p>System mobility</p>
            </td>
            <td>
                <p>Represents contingencies related to possibilities of the system being moved</p>
            </td>
            <td>
                <p><strong>0:Non aggressive</strong></p>
                <p>1: Moderate</p>
                <p>2: Severe</p>
            </td>
            <td>
                <p><strong>0: Few contingencies (fixed or stable environment)</strong></p>
                <p>1: Moderate contingencies</p>
                <p>2: Severe contingencies, large variability (automobile)</p>
            </td>
            <td>
                <p>4</p>
            </td>
        </tr>
        <tr>
            <td>
                <p>Product manipulation</p>
            </td>
            <td>
                <p>Represents the possibility of false manipulations, shocks, drops, etc .</p>
            </td>
            <td>
                <p><strong>0:Non aggressive</strong></p>
                <p>1: Moderate</p>
                <p>2: Severe</p>
            </td>
            <td>
                <p><strong>0: Not manipulated</strong></p>
                <p>1: Manipulation without displacement or disassembly</p>
                <p>2: Manipulation with displacement or disassembly</p>
                <p>The severe level should be adopted if maintenance on the product is possible in the phase
                    considered</p>
            </td>
            <td>
                <p>15</p>
            </td>
        </tr>
        <tr>
            <td>
                <p>Type of electrical network for the system</p>
            </td>
            <td>
                <p>Represents the level of electrical disturbance expected on power supplies, signals and electrical
                    lines: power on, switching, power supply, connection/disconnection</p>
            </td>
            <td>
                <p><strong>0:Non aggressive</strong></p>
                <p>1: Moderate</p>
                <p>2: Severe</p>
            </td>
            <td>
                <p><strong>0: Undisturbed network (dedicated regulated power supply)</strong></p>
                <p>1: Slightly disturbed network</p>
                <p>2: Network subject to disturbances (on board network)</p>
                <p>The network type is a system data but that can be broken down and related to specific products
                </p>
            </td>
            <td>
                <p>4</p>
            </td>
        </tr>
        <tr>
            <td>
                <p>Product exposure to human activity</p>
            </td>
            <td>
                <p>Represents exposure to contingencies related to human activity: shock, change in final use, etc.
                </p>
            </td>
            <td>
                <p><strong>0:Non aggressive</strong></p>
                <p>1: Moderate</p>
                <p>2: Severe</p>
            </td>
            <td>
                <p><strong>0: Uninhabitable zone</strong></p>
                <p>1: Possible activity in the product zone</p>
                <p>2: Normal activity in the product zone</p>
                <p>The product can be exposed to human activity even if it is not handled itself during normal use
                </p>
            </td>
            <td>
                <p>8</p>
            </td>
        </tr>
        <tr>
            <td>
                <p>Product exposure to machine disturbances</p>
            </td>
            <td>
                <p>Represents contingencies related to operation of machines, engines, actuators: shock,
                    overheating, electrical disturbances, pollutants, etc.</p>
            </td>
            <td>
                <p>0:Non aggressive</p>
                <p><strong>1: Moderate</strong></p>
                <p>2: Severe</p>
            </td>
            <td>
                <p>0: Null (telephone)</p>
                <p><strong>1: Indirect exposure (product in compartment)</strong></p>
                <p>2: Strong or direct exposure (product in engine area)</p>
            </td>
            <td>
                <p>3</p>
            </td>
        </tr>
        <tr>
            <td>
                <p>Product exposure to the weather</p>
            </td>
            <td>
                <p>Represents exposure to rain, hail, frost, sandstorm, lightning, dust</p>
            </td>
            <td>
                <p><strong>0:Non aggressive</strong></p>
                <p>1: Moderate</p>
                <p>2: Severe</p>
            </td>
            <td>
                <p><strong>0: Null (home)</strong></p>
                <p>1: Indirect exposure (compartment, station hall)</p>
                <p>2: Outdoors (automobile engine)</p>
            </td>
            <td>
                <p>2</p>
            </td>
        </tr>
    </table>
```

A mark is given for each level: 1 for level 0, 3.2 for level 1 and 10 for level 2. This mark is multiplied by the weight ($P_{os}$) and the sum of all the products is divided by 66. For the present application here, we consider $\Pi_{\text{application}}$ = 1.1, the value determined in the frame of an Airbus Defence & Space observation project, for all in flight phases.

```{admonition} Note
:class: note

In bold in the table are the levels considered for the space environment (orbit raising and orbit keeping). They represent the typical environment met in space for satellites, hence the figure can be used for all in flight phases for all projects provided they don't present a specific application; in that case, it has to be re-evaluated.
```

> $\Pi_{\text{ruggedising}}$

The ruggedising factor is determined through a 16 questions audit ensuring the evaluation of the procedures established to guarantee the safety and maintenance of the product and that the procedures are indeed applied. See {numref}`eee_8_3_2_17`.

> $C_{\text{sensitivity}}$

The induced factor $C_{\text{sensitivity}}$ presented in {numref}`eee_8_3_2_21` is provided in the following table:

```{list-table} Induced factor coefficient of sensitivity for piezo electric devices.
:name: eee-table4-57
:header-rows: 1
:widths: 70 30

*   - Technologies
    - $C_{\text{sensitivity}}$
*   - Si and Ge RF diodes
    - 6.30
*   - {term}`GaAs` RF diodes
    - 7.40
```

```{admonition} Note
:class: note

For the 2021 issue of FIDES, these values have not been updated, except for the addition of data for {term}`GaN` diodes (6.9).
```

> **c) Component manufacturing factor $\Pi_{\text{PM}}$**

The Part\_Manufacturing factor presented in {numref}`eee_8_3_3` represents the quality of the component. This factor transcribes the confidence that can be attributed to the way the part has been manufactured, through factors quantifying the manufacturing process of the part, the tests ran and the confidence in the manufacturer.

Its high level formula is

````{admonition} Equation
:class: equation
```{math}
:label: eq_eee_fam_11
{\pi_{\text{PM}} = e}^{1.39*\left( 1 - Part_{\text{Grade}} \right) - 0.69}
```

with

```{math}
:label: eq_eee_fam_12
Part\_ Grade = \ \frac{\left( \text{QA}_{\text{manufacturer}} + \text{QA}_{\text{component}} + \text{RA}_{\text{component}} \right) \times \varepsilon}{36}
```
````

These parameters are determined through tables available in FIDES.

-  $\text{QA}_{\text{manufacturer}}$ is presented in {numref}`eee_8_3_3_2`

-   $\text{QA}_{\text{component}}$ is presented in {numref}`eee_8_3_3_3` and defined in {numref}`eee-table4-58`

-   $\text{RA}_{\text{component}}$ is presented in {numref}`eee_8_3_3_4`

-   $\epsilon$  is presented in {numref}`eee_8_3_3_7`

Component manufacturing factor $\pi_{\text{PM}}$ according to {numref}`eee_8_3_3` with component quality assurance levels $\text{QA}_{\text{component}}$ defined in the following tables:

<input type="text" class="myInput" id="myInput" onkeyup="searchTableJupyter(this, 'eee-table4-58')" placeholder="Search table...">

```{list-table} Recommendation for definition of parameter $\text{QA}_{\text{component}}$ for diodes.
:name: eee-table4-58
:header-rows: 1
:widths: 60 25 15

*   - Diodes: Component quality assurance level
    - Position relative to the state of the art
    - $\text{QA}_{\text{component}}$
*   - Qualification according to one of the following standards: AEC Q101, AEC Q102, MIL-PRF-19500 JANS, ESCC 5000, ESCC 5010 level B, NASDA-QTS-xxxx class I, JAXA-QTS Class I (NASDA-QTS-2030)
    - Higher
    - 3
*   - Qualification according to one of the following standards: MIL-PRF-19500 JANTX or JANTXV, ESCC 5010 level C, NASDA-QTS-xxxx class II, JAXA-QTS Class II
    - Equivalent
    - 2
*   - Qualification according to one of the following standards: MIL-PRF-19500 JAN or qualification program internal to the manufacturer and unidentified manufacturing sites
    - Lower
    - 1
*   - No information
    - Much
    - 0
```

> **d) Determination of the $\Pi_{\text{Process}}$ factor**

The $\Pi_{\text{Process}}$ factor is determined according to the formula presented in {numref}`eee_8_3_2_3`.


(eee_8_3_5_4_2)=
### Other Diodes (01, 02, 03, 04, 07, 08, 10 families)

**General model for the general diodes family:**

````{admonition} Equation
:class: equation
```{math}
:label: Equation_1_75
\lambda = \lambda_{\text{Physical}} \cdot \Pi_{\text{PM}} \cdot \Pi_{\text{Process}} \cdot \Pi_{\text{LF}} \cdot \Pi_{\text{ProcessRFHF}}
```
With process factor $\Pi_{\text{Process}}$ according to {numref}`eee_8_3_2_1`.
````

> **a) Mission profile**

In order to model the reliability for each component of a unit, it is necessary to define the mission profile corresponding to the unit under consideration. See {numref}`eee_8_3_1` for details.

> **b) Calculation of $\lambda_{\text{Physical}}$**

````{admonition} Equation
:class: equation
```{math}
:label: Equation_1_76
\lambda_{\text{Physical}} = \sum_{i}^{\text{Phases}}{\frac{\left( t_{\text{phase}} \right)_{i}}{t_{\text{total}}} \cdot \begin{pmatrix} 
  \lambda_{\text{OTH}} \cdot \Pi_{\text{Thermal}} \\                                                                                        
  {+ \lambda_{\text{OTCyCase}} \cdot \Pi}_{\text{TCyCase}} \\                                                                                 
  \begin{matrix}                                                                                                                                
  {+ \lambda_{\text{OTCySolderjoints}} \cdot \Pi}_{\text{TCySolderjoints}} \\                                                                 
   + \lambda_{\text{OMech}} \cdot \Pi_{\text{Mech}} \\                                                                                        
  \end{matrix} \\                                                                                                                               
  \end{pmatrix}_{i}} \cdot \left( \Pi_{\text{induced}} \right)_{i}
```
````

Basic failure rates $\lambda_{\text{OTCyCase}}$, $\lambda_{\text{OTCySolderjoints}}$ and $\lambda_{\text{OMech}}$ are provided in the following table for the packages SODxx and TOxx specifically used in space applications:

<input type="text" class="myInput" id="myInput" onkeyup="searchTableJupyter(this, 'eee_table4_59')"
    placeholder="Search table...">

```{list-table} Basic failure rates $\lambda_{0}$ for diodes.
:name: eee-table4-59

* - <table class="myTable" id="eee_table4_59">
        <thead>
            <tr>
                <th><strong>Case</strong></th>
                <th><strong>Equivalent name</strong></th>
                <th><strong>Description</strong></th>
                <th><strong>λ<sub>OTCyCase</sub></strong></th>
                <th><strong>λ<sub>OTCySolderjoints</sub></strong></th>
                <th><strong>λ<sub>OMech</sub></strong></th>
            </tr>
        </thead>
        <tr>
            <td>SOD80</td>
            <td>Mini-MELF, DO213AA</td>
            <td rowspan="2">SMD, Hermetically sealed glass</td>
            <td rowspan="2">0.00781</td>
            <td rowspan="2">0.03905</td>
            <td rowspan="2">0.00078</td>
        </tr>
        <tr>
            <td>SOD87</td>
            <td>MELF, DO213AB</td>
        </tr>
        <tr>
            <td>TO18</td>
            <td>TO71, TO72, SOT31, SOT18</td>
            <td rowspan="3">Through hole, metal</td>
            <td rowspan="3">0.0101</td>
            <td rowspan="3">0.0505</td>
            <td rowspan="3">0.00101</td>
        </tr>
        <tr>
            <td>TO39</td>
            <td>SOT5, TO254</td>
        </tr>
        <tr>
            <td>TO52</td>
            <td></td>
        </tr>
        </table>
```

$\lambda_{\text{OTH}}$ is a fixed value given in another table, depending on the type of components.


<input type="text" class="myInput" id="myInput" onkeyup="searchTableJupyter(this, 'eee-table4-60')" placeholder="Search table...">

```{list-table} Basic failure rates $\lambda_{\text{OTH}}$ for diodes.
:name: eee-table4-60
:header-rows: 1
:widths: 60 20 20

*   - Type
    - Groups
    - $\lambda_{\text{OTH}}$
*   - Power diodes – Protection diodes >3kW
    - 8b
    - 1.4980
*   - Power diodes – Thyristors, triacs > 3A
    - -
    - 0.1976
*   - Power diodes – Rectifying diodes >3A
    - 2b/10
    - 0.1574
*   - Power diodes – Zener regulation diodes >1.5W
    - 3b/4b
    - 0.0954
*   - Low power diodes – Protection diodes <3kW
    - 8a
    - 0.0210
*   - Low power diodes – rectifying diodes >1A, <3A
    - 2a
    - 0.0100
*   - Low power diodes – Zener regulation diodes <1.5W
    - 3a/4a
    - 0.0080
*   - Low power diodes – signal diodes <1A
    - 1
    - 0.0044
```

**Physical stresses for the general diodes and the RF HF diodes family:**

````{admonition} Equation
:class: equation
```{math}
:label: Equation_1_77
\Pi_{\text{Thermal}} = \Pi_{\text{El}} \cdot exp\left\lbrack 11604 \cdot E_{a} \cdot \left( \frac{1}{293} - \frac{1}{{273 + T}_{board\_ ref} + \Delta T} \right) \right\rbrack
```
````

$E_{a}$ = 0.7eV;

````{admonition} Equation
:class: equation
```{math}
:label: Equation_1_78
\Pi_{\text{El}} = \left\{ \begin{matrix}  \left( \frac{V_{\text{applied}}}{V_{\text{rated}}} \right)^{2.4}\ \mathrm{\text{if}}\ \frac{V_{\text{applied}}}{V_{\text{rated}}} > 0.3 \\   
   \\                                                                                                                                          
  0.056\ \mathrm{\text{if}}\ \frac{V_{\text{applied}}}{V_{\text{rated}}} \leq 0.3 \\                                                           
  \end{matrix} \right.\                       
```
````

for signal diodes up to 1A (PIN, Schottky, signal, varactor) and for HF/RF diodes

for all other diodes, $\Pi_{\text{El}}$ = 1.

````{admonition} Equation
:class: equation
```{math}
:label: Equation_1_79
\Pi_{\text{TcyCase}} = \left( \frac{{12 \cdot N}_{cy\_ phase}}{t_{\text{phase}}} \right) \cdot \left( \frac{\text{ΔT}_{\text{cycling}}}{20} \right)^{4} \cdot exp\left\lbrack 1414 \cdot \left( \frac{1}{313} - \frac{1}{{273 + T}_{max\_ cycling}} \right) \right\rbrack
```
````

````{admonition} Equation
:class: equation
```{math}
:label: Equation_1_80
\Pi_{\text{TcySolderjoints}} = \left( \frac{{12 \cdot N}_{cy\_ annual}}{t_{\text{annual}}} \right) \cdot \left( \frac{min(\theta_{\text{cy}},2)}{2} \right)^{\frac{1}{3}} \cdot \left( \frac{\text{ΔT}_{\text{cycling}}}{20} \right)^{1.9} \cdot exp\left\lbrack 1414 \cdot \left( \frac{1}{313} - \frac{1}{{273 + T}_{max\_ cycling}} \right) \right\rbrack
```
````

````{admonition} Equation
:class: equation
```{math}
:label: Equation_1_81
\Pi_{\text{Mechanical}} = \left( \frac{G_{\text{rms}}}{0.5} \right)^{1.5}
```
````

All other parameters are issued from the mission profile. 

**Induced factor $\Pi_{\text{induced}}$**

The $\Pi_{\text{induced}}$ factor allows taking into account the influence of the mission profile as described in {numref}`eee_8_3_1`. Its formula is:

````{admonition} Equation
:class: equation
```{math}
:label: Equation_1_82
\Pi_{\text{induced}\_ i} = \left( \Pi_{\text{placement}\_ i} \cdot \Pi_{\text{application}\_ i} \cdot \Pi_{\text{ruggedising}} \right)^{0.511 \cdot ln(C_{\text{sensitivity}})}
```
````

> $\Pi_{placement}$

The Pi Placement depends on the function, there are 6 choices to choose as recalled here from Table XX:

<input type="text" class="myInput" id="myInput" onkeyup="searchTableJupyter(this, 'eee-table4-61')" placeholder="Search table...">

```{list-table} Recommendation for the definition of parameter $\Pi_{\text{placement}\_ i}$.
:name: eee-table4-61
:header-rows: 1
:widths: 70 30

*   - Description of the placement influence
    - $\Pi_{\text{placement}\_ i}$
*   - Digital non-interface function
    - 1.0
*   - Digital interface function
    - 1.6
*   - Analog low-level non-interface function (<1A)
    - 1.3
*   - Analog low-level interface function (<1A)
    - 2.0
*   - Analog power non-interface function (≥1A)
    - 1.6
*   - Analog power interface function (≥1A)
    - 2.5
```

> $\Pi_{\text{application}}$

$\Pi_{\text{application}}$ represents the influence of the type of application and the environment of the product containing the part. This factor varies depending on the phase of the profile.

It is evaluated through the questions presented in the following table and addressed in {numref}`eee_8_3_2_19`:

<input type="text" class="myInput" id="myInput" onkeyup="searchTableJupyter(this, 'eee_table4_62')"
    placeholder="Search table...">

```{list-table} Recommended parameters for $\Pi_{\text{application}\_ i}$ for the launch, time to reach orbit and in-orbit
:name: eee-table4-62

* - <table class="myTable" id="eee_table4_62">
        <thead>
            <th>
                <p><strong>Criterion</strong></p>
            </th>
            <th>
                <p><strong>Description</strong></p>
            </th>
            <th>
                <p><strong>Levels</strong></p>
            </th>
            <th>
                <p><strong>Examples and comments</strong></p>
            </th>
            <th>
                <p><strong>Weight</strong></p>
                <p><strong>POS</strong></p>
            </th>
        </thead>
        <tr>
            <td>
                <p>User type in the phase considered</p>
            </td>
            <td>
                <p>Represents the capability to respect procedures, facing operational constraints.</p>
            </td>
            <td>
                <p><strong>0: Favourable</strong></p>
                <p>1: Moderate</p>
                <p>2: Unfavourable</p>
            </td>
            <td>
                <p><strong>0: Industry</strong></p>
                <p>1: General public</p>
                <p>2: Military</p>
                <p>The most severe level must be adopted for military applications</p>
            </td>
            <td>
                <p>20</p>
            </td>
        </tr>
        <tr>
            <td>
                <p>User qualification level in the phase considered</p>
            </td>
            <td>
                <p>Represents the level of control of the user or the worker regarding an operational context</p>
            </td>
            <td>
                <p><strong>0: Favourable</strong></p>
                <p>1: Moderate</p>
                <p>2: Unfavourable</p>
            </td>
            <td>
                <p><strong>0: Highly qualified</strong></p>
                <p>1: Qualified</p>
                <p>2: Slightly qualified or with little experience</p>
                <p>In some phases, the user to be considered is the person who does the maintenance or servicing</p>
            </td>
            <td>
                <p>10</p>
            </td>
        </tr>
        <tr>
            <td>
                <p>System mobility</p>
            </td>
            <td>
                <p>Represents contingencies related to possibilities of the system being moved</p>
            </td>
            <td>
                <p><strong>0:Non aggressive</strong></p>
                <p>1: Moderate</p>
                <p>2: Severe</p>
            </td>
            <td>
                <p><strong>0: Few contingencies (fixed or stable environment)</strong></p>
                <p>1: Moderate contingencies</p>
                <p>2: Severe contingencies, large variability (automobile)</p>
            </td>
            <td>
                <p>4</p>
            </td>
        </tr>
        <tr>
            <td>
                <p>Product manipulation</p>
            </td>
            <td>
                <p>Represents the possibility of false manipulations, shocks, drops, etc .</p>
            </td>
            <td>
                <p><strong>0:Non aggressive</strong></p>
                <p>1: Moderate</p>
                <p>2: Severe</p>
            </td>
            <td>
                <p><strong>0: Not manipulated</strong></p>
                <p>1: Manipulation without displacement or disassembly</p>
                <p>2: Manipulation with displacement or disassembly</p>
                <p>The severe level should be adopted if maintenance on the product is possible in the phase
                    considered</p>
            </td>
            <td>
                <p>15</p>
            </td>
        </tr>
        <tr>
            <td>
                <p>Type of electrical network for the system</p>
            </td>
            <td>
                <p>Represents the level of electrical disturbance expected on power supplies, signals and electrical
                    lines: power on, switching, power supply, connection/disconnection</p>
            </td>
            <td>
                <p><strong>0:Non aggressive</strong></p>
                <p>1: Moderate</p>
                <p>2: Severe</p>
            </td>
            <td>
                <p><strong>0: Undisturbed network (dedicated regulated power supply)</strong></p>
                <p>1: Slightly disturbed network</p>
                <p>2: Network subject to disturbances (on board network)</p>
                <p>The network type is a system data but that can be broken down and related to specific products
                </p>
            </td>
            <td>
                <p>4</p>
            </td>
        </tr>
        <tr>
            <td>
                <p>Product exposure to human activity</p>
            </td>
            <td>
                <p>Represents exposure to contingencies related to human activity: shock, change in final use, etc.
                </p>
            </td>
            <td>
                <p><strong>0:Non aggressive</strong></p>
                <p>1: Moderate</p>
                <p>2: Severe</p>
            </td>
            <td>
                <p><strong>0: Uninhabitable zone</strong></p>
                <p>1: Possible activity in the product zone</p>
                <p>2: Normal activity in the product zone</p>
                <p>The product can be exposed to human activity even if it is not handled itself during normal use
                </p>
            </td>
            <td>
                <p>8</p>
            </td>
        </tr>
        <tr>
            <td>
                <p>Product exposure to machine disturbances</p>
            </td>
            <td>
                <p>Represents contingencies related to operation of machines, engines, actuators: shock,
                    overheating, electrical disturbances, pollutants, etc.</p>
            </td>
            <td>
                <p>0:Non aggressive</p>
                <p><strong>1: Moderate</strong></p>
                <p>2: Severe</p>
            </td>
            <td>
                <p>0: Null (telephone)</p>
                <p><strong>1: Indirect exposure (product in compartment)</strong></p>
                <p>2: Strong or direct exposure (product in engine area)</p>
            </td>
            <td>
                <p>3</p>
            </td>
        </tr>
        <tr>
            <td>
                <p>Product exposure to the weather</p>
            </td>
            <td>
                <p>Represents exposure to rain, hail, frost, sandstorm, lightning, dust</p>
            </td>
            <td>
                <p><strong>0:Non aggressive</strong></p>
                <p>1: Moderate</p>
                <p>2: Severe</p>
            </td>
            <td>
                <p><strong>0: Null (home)</strong></p>
                <p>1: Indirect exposure (compartment, station hall)</p>
                <p>2: Outdoors (automobile engine)</p>
            </td>
            <td>
                <p>2</p>
            </td>
        </tr>
    </table>
```

A mark is given for each level: 1 for level 0, 3.2 for level 1 and 10 for level 2. This mark is multiplied by the weight ($P_{os}$) and the sum of all the products is divided by 66. For the present application here, we consider $\Pi_{\text{application}}$ = 1.1, the value determined in the frame of an Airbus Defence & Space observation project, for all in flight phases.

```{admonition} Note
:class: note

In bold in the table are the levels considered for the space environment (orbit raising and orbit keeping). They represent the typical environment met in space for satellites, hence the figure can be used for all in flight phases for all projects provided they don't present a specific application; in that case, it has to be re-evaluated.
```

> $\Pi_{\text{ruggedising}}$

The ruggedising factor is determined through a 16 questions audit ensuring the evaluation of the procedures established to guarantee the safety and maintenance of the product and that the procedures are indeed applied. See {numref}`eee_8_3_2_17`.

> $C_{\text{sensitivity}}$

The induced factor $C_{\text{sensitivity}}$ presented in {numref}`eee_8_3_2_21` is provided in the following table:

```{list-table} Induced factor coefficient of sensitivity for piezo electric devices.
:name: eee-table4-63
:header-rows: 1
:widths: 70 30

*   - Technologies
    - $C_{\text{sensitivity}}$
*   - Regular diodes
    - 5.20
```

```{admonition} Note
:class: note

For the 2021 issue of FIDES, the value has been updated (to 6.30).
```

> **c) Component manufacturing factor $\Pi_{\text{PM}}$**

The Part\_Manufacturing factor presented in {numref}`eee_8_3_3` represents the quality of the component. This factor transcribes the confidence that can be attributed to the way the part has been manufactured, through factors quantifying the manufacturing process of the part, the tests ran and the confidence in the manufacturer.

Its high level formula is

````{admonition} Equation
:class: equation
```{math}
:label: eq_eee_fam_13
{\pi_{\text{PM}} = e}^{1.39*\left( 1 - Part_{\text{Grade}} \right) - 0.69}
```

with

```{math}
:label: eq_eee_fam_14
Part\_ Grade = \ \frac{\left( \text{QA}_{\text{manufacturer}} + \text{QA}_{\text{component}} + \text{RA}_{\text{component}} \right) \times \varepsilon}{36}
```
````

These parameters are determined through tables available in FIDES.

-  $\text{QA}_{\text{manufacturer}}$ is presented in {numref}`eee_8_3_3_2`

-   $\text{QA}_{\text{component}}$ is presented in {numref}`eee_8_3_3_3` and defined in {numref}`eee-table4-64`

-   $\text{RA}_{\text{component}}$ is presented in {numref}`eee_8_3_3_4`

-   $\epsilon$  is presented in {numref}`eee_8_3_3_7`

Component manufacturing factor $\pi_{\text{PM}}$ according to {numref}`eee_8_3_3` with component quality assurance levels $\text{QA}_{\text{component}}$ defined in the following tables:

<input type="text" class="myInput" id="myInput" onkeyup="searchTableJupyter(this, 'eee-table4-64')" placeholder="Search table...">

```{list-table} Recommendation for definition of parameter $\text{QA}_{\text{component}}$ for diodes.
:name: eee-table4-64
:header-rows: 1
:widths: 60 25 15

*   - Diodes: Component quality assurance level
    - Position relative to the state of the art
    - $\text{QA}_{\text{component}}$
*   - Qualification according to one of the following standards: AEC Q101, AEC Q102, MIL-PRF-19500 JANS, ESCC 5000, ESCC 5010 level B, NASDA-QTS-xxxx class I, JAXA-QTS Class I (NASDA-QTS-2030)
    - Higher
    - 3
*   - Qualification according to one of the following standards: MIL-PRF-19500 JANTX or JANTXV, ESCC 5010 level C, NASDA-QTS-xxxx class II, JAXA-QTS Class II
    - Equivalent
    - 2
*   - Qualification according to one of the following standards: MIL-PRF-19500 JAN or qualification program internal to the manufacturer and unidentified manufacturing sites
    - Lower
    - 1
*   - No information
    - Much
    - 0
```

> **d) Determination of the $\Pi_{\text{Process}}$ factor**

The $\Pi_{\text{Process}}$ factor is determined according to the formula presented in {numref}`eee_8_3_2_3`.

**Summary for the Diodes family 04**

<table class="myTable">
    <thead>
        <th>Section</th>
        <th>Component types</th>
        <th>Modifications and adaptations for space applications</th>
    </thead>
    <tr>
        <td>04</td>
        <td>Diodes</td>
        <td>
            <p>Consideration of packages SODxx and TOxx only</p>
            <p>Removal of the humidity stress Π<sub>RH</sub></p>
        </td>
    </tr>
</table>

(eee_8_3_5_5)=
## Filters (family 05)

Filters are classified as family 05 in {term}`EPPL` {cite:p}`eee-EPPL007-37`. 

The HF/RF  filters used for Space applications can be modelled through FIDES.

The following table presents the different subfamilies and the corresponding models with the FIDES method, giving the pages where it can be found in both versions (2009 & 2021), for information.


<input type="text" class="myInput" id="myInput" onkeyup="searchTableJupyter(this, 'eee_table4_65')"
    placeholder="Search table...">

```{list-table} Groups of filters.
:name: eee-table4-65

* - <table class="myTable" id="eee_table4_65">
        <thead>
            <tr>
                <th rowspan="2"><strong>Groups of filters</strong></th>
                <th colspan="2"><strong>Models in FIDES 2009</strong></th>
                <th rowspan="2"><strong>Proposed models in FIDES</strong></th>
                <th rowspan="2"><strong>Remarks</strong></th>
            </tr>
            <tr>
                <th>2009</th>
                <th>2021</th>
            </tr>
        </thead>
        <tr>
            <td>01 Feedthrough</td>
            <td>p188</td>
            <td>p214</td>
            <td>
                <p>“Fixed passive components for microwaves: Attenuator, load (50 Ohm), filter, power divider (combiner,
                    splitter)”</p>
                <p>“Variable passive components for microwaves: Variable attenuator, tuneable filter”,</p>
                <p>“Passive components with ferrites for microwaves, circulator, isolator, phase shifter”</p>
            </td>
            <td>
                <p>HFOT_01</p>
                <p>HFOT_02</p>
                <p>HFOT_03</p>
            </td>
        </tr>
        <tr>
            <td>Surface Acoustic Wave</td>
            <td>p188</td>
            <td>p214</td>
            <td>
                <p>“Fixed passive components for microwaves: Attenuator, load (50 Ohm), filter, power divider (combiner,
                    splitter)”</p>
                <p>Note: Model “Passive components for microwaves: Surface wave filters” HFOT_04 is not adequate for space
                    applications</p>
            </td>
            <td>HFOT_01</td>
        </tr>
    </table>
```

**General model for the filters family:**

````{admonition} Equation
:class: equation
```{math}
:label: Equation_1_83
\lambda = \lambda_{\text{Physical}} \cdot \Pi_{\text{PM}} \cdot \Pi_{\text{LF}} \cdot \Pi_{\text{Process}} \cdot \Pi_{\text{ProcessRFHF}}
```
-   $\lambda_{\text{Physical}}$ the physical contribution for each component,

-   $\Pi_{\text{PM}}$ the quality and technical control over manufacturing of the item,

-   $\Pi_{\text{Process}}$ the quality and technical control over the development, manufacturing and use process for the product containing the item,

-   $\Pi_{\text{ProcessRFHF}}$ 

-   $\Pi_{\text{LF}}$ the factor representing the process to become lead-free if it has to be considered for Space applications, it is equal to 1 (see {numref}`eee_8_3`).
````

All this being based on a mission profile to be defined for the whole unit.

With process factor $\Pi_{\text{Process}}$ according to {numref}`eee_8_3_2_1` and RF/HF process factor $\Pi_{\text{ProcessRFHF}}$  according to {numref}`eee_8_3_2_5`.
.

> **a) Mission profile**

In order to model the reliability for each component of a unit, it is necessary to define the mission profile corresponding to the unit under consideration. See {numref}`eee_8_3_1` for details.

> **b) Calculation of $\lambda_{\text{Physical}}$**

````{admonition} Equation
:class: equation
```{math}
:label: Equation_1_84
\lambda_{\text{Physical}} = \lambda_{O_{\text{PassiveRFHF}}} \cdot \sum_{i}^{\text{Phases}}{\frac{\left( t_{\text{phase}} \right)_{i}}{t_{\text{total}}} \cdot \left( \Pi_{\text{Thermal}} + \Pi_{\text{TCy}} + \Pi_{\text{Mechanical}} + \Pi_{\text{RH}} \right)_{i}} \cdot \left( \Pi_{\text{induced}} \right)_{i}
```
````

$\lambda_{O_{\text{PassiveRFHF}}}$ corresponds to the basic failure rate defined for sub-groups within the mentioned groups:

-   For attenuator, load (50Ω), filter, power divider (combiner, splitter) and surface acoustic wave filter, the value is equal to 0.5;

-   For variable attenuator, tuneable filter, circulator, isolator and phase shifter, the value is equal to 1.0.


**Physical stresses for the fuses family:**

````{admonition} Equation
:class: equation
```{math}
:label: Equation_1_85
\Pi_{\text{Thermal}} = \eta \cdot 0.01 \cdot exp\left\lbrack 11604 \cdot E_{a} \cdot \left( \frac{1}{293} - \frac{1}{{273 + T}_{board\_ ref} + \Delta T} \right) \right\rbrack
```
````

$E_{a}$ = 0.15eV;

*η* is the duty cycle during the phase.

All other parameters are issued from the mission profile.


````{admonition} Equation
:class: equation
```{math}
:label: Equation_1_86
\Pi_{\text{Tcy}} = \gamma_{\text{TCy}} \cdot \left( \frac{{12 \cdot N}_{cy\_ phase}}{t_{\text{phase}}} \right) \cdot \left( \frac{min(\theta_{\text{cy}},2)}{2} \right)^{\frac{1}{3}} \cdot \left( \frac{\text{ΔT}_{\text{cycling}}}{20} \right)^{1.9} \cdot exp\left\lbrack 1414 \cdot \left( \frac{1}{313} - \frac{1}{{273 + T}_{max\_ cycling}} \right) \right\rbrack         
```
````

$\gamma_{\text{TCy}}$ depends on the type of filters:

-   For circulator, isolator, phase shifter, the value is equal to 0.69;

-   For all other filters, the value is equal to 0.67.

All other parameters are issued from the mission profile.

````{admonition} Equation
:class: equation
```{math}
:label: Equation_1_87
\Pi_{\text{Mechanical}} = 0.30 \cdot \left( \frac{G_{\text{rms}}}{0.5} \right)^{1.5}     
```
````

All parameters are issued from the mission profile. 

````{admonition} Equation
:class: equation
```{math}
:label: Equation_1_88
\Pi_{\text{RH}} = {\gamma_{\text{RH}} \cdot \left( \frac{\text{RH}_{board\_ ref}}{70} \right)}^{4.4} \cdot \ exp\left\lbrack 11604 \cdot 0.9 \cdot \left( \frac{1}{293} - \frac{1}{{273 + T}_{board\_ ref} + \Delta T} \right) \right\rbrack 
```
````

All other parameters are issued from the mission profile. 

<input type="text" class="myInput" id="myInput" onkeyup="searchTableJupyter(this, 'eee-table4-66')" placeholder="Search table...">

```{list-table} Basic failure rates $\lambda_{0}$ for filters.
:name: eee-table4-66
:header-rows: 1
:widths: 20 16 16 16 16 16

*   - Description of the component
    - $\lambda_{0\_ PassiveHFRF}$
    - $\gamma_{TH\_ EL}$
    - $\gamma_{TCy}$
    - $\gamma_{Mech}$
    - $\gamma_{RH}$
*   - “Fixed passive components for microwaves: Attenuator, load (50 Ohm), filter, power divider (combiner, splitter)”
    - 0.5
    - 0.01
    - 0.67
    - 0.30
    -  0.02
*   - “Variable passive components for microwaves: Variable attenuator, tuneable filter”
    - 1
    - 0.01
    - 0.67
    - 0.30
    -  0.02
*   - “Passive components with ferrites for microwaves, circulator, isolator, phase shifter”
    - 1
    - 0.01
    - 0.69
    - 0.30
    - 0 
```

**Induced factor $\Pi_{\text{induced}}$**

The $\Pi_{\text{induced}}$ factor allows taking into account the influence of the mission profile as described in {numref}`eee_8_3_1`. Its formula is:

````{admonition} Equation
:class: equation
```{math}
:label: Equation_1_89
\Pi_{\text{induced}\_ i} = \left( \Pi_{\text{placement}\_ i} \cdot \Pi_{\text{application}\_ i} \cdot \Pi_{\text{ruggedising}} \right)^{0.511 \cdot ln(C_{\text{sensitivity}})}
```
````

> $\Pi_{placement}$

The Pi Placement depends on the function, there are 6 choices to choose as recalled here from Table XX:

<input type="text" class="myInput" id="myInput" onkeyup="searchTableJupyter(this, 'eee-table4-67')" placeholder="Search table...">

```{list-table} Recommendation for the definition of parameter $\Pi_{\text{placement}\_ i}$.
:name: eee-table4-67
:header-rows: 1
:widths: 70 30

*   - Description of the placement influence
    - $\Pi_{\text{placement}\_ i}$
*   - Digital non-interface function
    - 1.0
*   - Digital interface function
    - 1.6
*   - Analog low-level non-interface function (<1A)
    - 1.3
*   - Analog low-level interface function (<1A)
    - 2.0
*   - Analog power non-interface function (≥1A)
    - 1.6
*   - Analog power interface function (≥1A)
    - 2.5
```

> $\Pi_{\text{application}}$

$\Pi_{\text{application}}$ represents the influence of the type of application and the environment of the product containing the part. This factor varies depending on the phase of the profile.

It is evaluated through the questions presented in the following table and addressed in {numref}`eee_8_3_2_19`:

<input type="text" class="myInput" id="myInput" onkeyup="searchTableJupyter(this, 'eee_table4_68')"
    placeholder="Search table...">

```{list-table} Recommended parameters for $\Pi_{\text{application}\_ i}$ for the launch, time to reach orbit and in-orbit
:name: eee-table4-68

* - <table class="myTable" id="eee_table4_68">
        <thead>
            <th>
                <p><strong>Criterion</strong></p>
            </th>
            <th>
                <p><strong>Description</strong></p>
            </th>
            <th>
                <p><strong>Levels</strong></p>
            </th>
            <th>
                <p><strong>Examples and comments</strong></p>
            </th>
            <th>
                <p><strong>Weight</strong></p>
                <p><strong>POS</strong></p>
            </th>
        </thead>
        <tr>
            <td>
                <p>User type in the phase considered</p>
            </td>
            <td>
                <p>Represents the capability to respect procedures, facing operational constraints.</p>
            </td>
            <td>
                <p><strong>0: Favourable</strong></p>
                <p>1: Moderate</p>
                <p>2: Unfavourable</p>
            </td>
            <td>
                <p><strong>0: Industry</strong></p>
                <p>1: General public</p>
                <p>2: Military</p>
                <p>The most severe level must be adopted for military applications</p>
            </td>
            <td>
                <p>20</p>
            </td>
        </tr>
        <tr>
            <td>
                <p>User qualification level in the phase considered</p>
            </td>
            <td>
                <p>Represents the level of control of the user or the worker regarding an operational context</p>
            </td>
            <td>
                <p><strong>0: Favourable</strong></p>
                <p>1: Moderate</p>
                <p>2: Unfavourable</p>
            </td>
            <td>
                <p><strong>0: Highly qualified</strong></p>
                <p>1: Qualified</p>
                <p>2: Slightly qualified or with little experience</p>
                <p>In some phases, the user to be considered is the person who does the maintenance or servicing</p>
            </td>
            <td>
                <p>10</p>
            </td>
        </tr>
        <tr>
            <td>
                <p>System mobility</p>
            </td>
            <td>
                <p>Represents contingencies related to possibilities of the system being moved</p>
            </td>
            <td>
                <p><strong>0:Non aggressive</strong></p>
                <p>1: Moderate</p>
                <p>2: Severe</p>
            </td>
            <td>
                <p><strong>0: Few contingencies (fixed or stable environment)</strong></p>
                <p>1: Moderate contingencies</p>
                <p>2: Severe contingencies, large variability (automobile)</p>
            </td>
            <td>
                <p>4</p>
            </td>
        </tr>
        <tr>
            <td>
                <p>Product manipulation</p>
            </td>
            <td>
                <p>Represents the possibility of false manipulations, shocks, drops, etc .</p>
            </td>
            <td>
                <p><strong>0:Non aggressive</strong></p>
                <p>1: Moderate</p>
                <p>2: Severe</p>
            </td>
            <td>
                <p><strong>0: Not manipulated</strong></p>
                <p>1: Manipulation without displacement or disassembly</p>
                <p>2: Manipulation with displacement or disassembly</p>
                <p>The severe level should be adopted if maintenance on the product is possible in the phase
                    considered</p>
            </td>
            <td>
                <p>15</p>
            </td>
        </tr>
        <tr>
            <td>
                <p>Type of electrical network for the system</p>
            </td>
            <td>
                <p>Represents the level of electrical disturbance expected on power supplies, signals and electrical
                    lines: power on, switching, power supply, connection/disconnection</p>
            </td>
            <td>
                <p><strong>0:Non aggressive</strong></p>
                <p>1: Moderate</p>
                <p>2: Severe</p>
            </td>
            <td>
                <p><strong>0: Undisturbed network (dedicated regulated power supply)</strong></p>
                <p>1: Slightly disturbed network</p>
                <p>2: Network subject to disturbances (on board network)</p>
                <p>The network type is a system data but that can be broken down and related to specific products
                </p>
            </td>
            <td>
                <p>4</p>
            </td>
        </tr>
        <tr>
            <td>
                <p>Product exposure to human activity</p>
            </td>
            <td>
                <p>Represents exposure to contingencies related to human activity: shock, change in final use, etc.
                </p>
            </td>
            <td>
                <p><strong>0:Non aggressive</strong></p>
                <p>1: Moderate</p>
                <p>2: Severe</p>
            </td>
            <td>
                <p><strong>0: Uninhabitable zone</strong></p>
                <p>1: Possible activity in the product zone</p>
                <p>2: Normal activity in the product zone</p>
                <p>The product can be exposed to human activity even if it is not handled itself during normal use
                </p>
            </td>
            <td>
                <p>8</p>
            </td>
        </tr>
        <tr>
            <td>
                <p>Product exposure to machine disturbances</p>
            </td>
            <td>
                <p>Represents contingencies related to operation of machines, engines, actuators: shock,
                    overheating, electrical disturbances, pollutants, etc.</p>
            </td>
            <td>
                <p>0:Non aggressive</p>
                <p><strong>1: Moderate</strong></p>
                <p>2: Severe</p>
            </td>
            <td>
                <p>0: Null (telephone)</p>
                <p><strong>1: Indirect exposure (product in compartment)</strong></p>
                <p>2: Strong or direct exposure (product in engine area)</p>
            </td>
            <td>
                <p>3</p>
            </td>
        </tr>
        <tr>
            <td>
                <p>Product exposure to the weather</p>
            </td>
            <td>
                <p>Represents exposure to rain, hail, frost, sandstorm, lightning, dust</p>
            </td>
            <td>
                <p><strong>0:Non aggressive</strong></p>
                <p>1: Moderate</p>
                <p>2: Severe</p>
            </td>
            <td>
                <p><strong>0: Null (home)</strong></p>
                <p>1: Indirect exposure (compartment, station hall)</p>
                <p>2: Outdoors (automobile engine)</p>
            </td>
            <td>
                <p>2</p>
            </td>
        </tr>
    </table>
```

A mark is given for each level: 1 for level 0, 3.2 for level 1 and 10 for level 2. This mark is multiplied by the weight ($P_{os}$) and the sum of all the products is divided by 66. For the present application here, we consider $\Pi_{\text{application}}$ = 1.1, the value determined in the frame of an Airbus Defence & Space observation project, for all in flight phases.

```{admonition} Note
:class: note

In bold in the table are the levels considered for the space environment (orbit raising and orbit keeping). They represent the typical environment met in space for satellites, hence the figure can be used for all in flight phases for all projects provided they don't present a specific application; in that case, it has to be re-evaluated.
```

> $\Pi_{\text{ruggedising}}$

The ruggedising factor is determined through a 16 questions audit ensuring the evaluation of the procedures established to guarantee the safety and maintenance of the product and that the procedures are indeed applied. See {numref}`eee_8_3_2_17`.

> $C_{\text{sensitivity}}$

The induced factor $C_{\text{sensitivity}}$ presented in {numref}`eee_8_3_2_21` is provided in the following table:

```{list-table} Induced factor coefficient of sensitivity for filters.
:name: eee-table4-69
:header-rows: 1
:widths: 70 30

*   - Technologies
    - $C_{\text{sensitivity}}$
*   - All filters
    - 2.60
```

```{admonition} Note
:class: note

For the 2021 issue of FIDES, this value has been updated to 2.40.
```

> **c) Component manufacturing factor $\Pi_{\text{PM}}$**

The Part\_Manufacturing factor presented in {numref}`eee_8_3_3` represents the quality of the component. This factor transcribes the confidence that can be attributed to the way the part has been manufactured, through factors quantifying the manufacturing process of the part, the tests ran and the confidence in the manufacturer.

Its high level formula is

````{admonition} Equation
:class: equation
```{math}
:label: eq_eee_fam_15
{\pi_{\text{PM}} = e}^{1.39*\left( 1 - Part_{\text{Grade}} \right) - 0.69}
```

with

```{math}
:label: eq_eee_fam_16
Part\_ Grade = \ \frac{\left( \text{QA}_{\text{manufacturer}} + \text{QA}_{\text{component}} \right) \times \varepsilon}{24}
```
````

These parameters are determined through tables available in FIDES.

-  $\text{QA}_{\text{manufacturer}}$ is presented in {numref}`eee_8_3_3_2`

-   $\text{QA}_{\text{component}}$ is presented in {numref}`eee_8_3_3_3` and defined in {numref}`eee-table4-70`

-   $\text{RA}_{\text{component}}$ is presented in {numref}`eee_8_3_3_4`

-   $\epsilon$  is presented in {numref}`eee_8_3_3_7`

Component manufacturing factor $\pi_{\text{PM}}$ according to {numref}`eee_8_3_3` with component quality assurance levels $\text{QA}_{\text{component}}$ defined in the following tables:

<input type="text" class="myInput" id="myInput" onkeyup="searchTableJupyter(this, 'eee-table4-70')" placeholder="Search table...">

```{list-table} Recommendation for definition of parameter $\text{QA}_{\text{component}}$ for filters.
:name: eee-table4-70
:header-rows: 1
:widths: 60 25 15

*   - Filters: Component quality assurance level
    - Position relative to the state of the art
    - $\text{QA}_{\text{component}}$
*   - Qualification according to one of the following standards: AEC Q100, MIL-PRF-38535 class V/Y, MIL-PRF-38510 class S, ESCC 90xx, NASDA-QTS-xxxx classe I, NPSL NASA level 1
    - Higher
    - 3
*   - Qualification according to one of the following standards: MIL-PRF-38535 class Q, MIL-PRF-38535 class M, MIL-PRF-38535 class N, MIL-PRF-38510 class B, NASDA-QTSxxxx class II, NPSL NASA levels 2 and 3
    - Equivalent
    - 2
*   - Qualification program internal to the manufacturer and unidentified manufacturing sites
    - Lower
    - 1
*   - No information
    - Much
    - 0
```

> **d) Determination of the $\Pi_{\text{Process}}$ factor**

The $\Pi_{\text{Process}}$ factor is determined according to the formula presented in {numref}`eee_8_3_2_3`.

**Summary for the Filters family 06**

<table class="myTable">
    <thead>
        <th><strong>Section</strong></th>
        <th><strong>Component types</strong></th>
        <th><strong>Modifications and adaptations for space applications</strong></th>
    </thead>
    <tr>
        <td>05</td>
        <td>Filters</td>
        <td>
            <p>Classification of I<sub>rated</sub> according to the standards IEC 60127-1 and UL 248-14 </p>
            <p>Value of Π<sub>Chi</sub> equal to 0.6</p>
        </td>
    </tr>
</table>


(eee_8_3_5_6)=
## Fuses (family 06)

Fuses are classified as family 06 in {term}`EPPL` {cite:p}`eee-EPPL007-37`. All fuses used for Space applications can be modelled through FIDES.

The following table presents the different subfamilies and the corresponding models with the FIDES method, giving the pages where it can be found in both versions (2009 & 2021), for information.


<input type="text" class="myInput" id="myInput" onkeyup="searchTableJupyter(this, 'eee_table4_71')"
    placeholder="Search table...">

```{list-table} Groups of fuses.
:name: eee-table4-71

* - <table class="myTable" id="eee_table4_71">
        <thead>
            <tr>
                <th rowspan="2"><strong>Groups of fuses.</strong></th>
                <th colspan="2"><strong>Models in FIDES 2009</strong></th>
                <th rowspan="2"><strong>Proposed models in FIDES</strong></th>
                <th rowspan="2"><strong>Remarks</strong></th>
            </tr>
            <tr>
                <th>2009</th>
                <th>2021</th>
            </tr>
        </thead>
        <tr>
            <td>01 Fuse/td>
            <td>p133</td>
            <td>p149</td>
            <td>“Fuse”</td>
            <td>ECFU</td>
        </tr>
    </table>
```

**General model for the fuses family:**

````{admonition} Equation
:class: equation
```{math}
:label: Equation_1_90
\lambda = \lambda_{\text{Physical}} \cdot \Pi_{\text{PM}} \cdot \Pi_{\text{LF}} \cdot \Pi_{\text{Process}}
```
-   $\lambda_{\text{Physical}}$ the physical contribution for each component,

-   $\Pi_{\text{PM}}$ the quality and technical control over manufacturing of the item,

-   $\Pi_{\text{Process}}$ the quality and technical control over the development, manufacturing and use process for the product containing the item,

-   $\Pi_{\text{LF}}$ the factor representing the process to become lead-free if it has to be considered for Space applications, it is equal to 1 (see {numref}`eee_8_3`).
````

All this being based on a mission profile to be defined for the whole unit.

With process factor $\Pi_{\text{Process}}$ according to {numref}`eee_8_3_2_1`.

> **a) Mission profile**

In order to model the reliability for each component of a unit, it is necessary to define the mission profile corresponding to the unit under consideration. See {numref}`eee_8_3_1` for details.

> **b) Calculation of $\lambda_{\text{Physical}}$**

````{admonition} Equation
:class: equation
```{math}
:label: Equation_1_91
\lambda_{\text{Physical}} = \lambda_{O_{\text{fuse}}} \cdot \sum_{i}^{\text{Phases}}{\frac{\left( t_{\text{phase}} \right)_{i}}{t_{\text{total}}} \cdot \left( \Pi_{\text{Thermal}} + \Pi_{\text{TCy}} + \Pi_{\text{Mechanical}} + \Pi_{\text{RH}} + \Pi_{\text{Chi}} \right)_{i}} \cdot \left( \Pi_{\text{induced}} \right)_{i}
```
````

Basic failure rate $\lambda_{O_{\text{fuse}}}$ is equal to 0.5 for all fuses.

**Physical stresses for the fuses family:**

````{admonition} Equation
:class: equation
```{math}
:label: Equation_1_92
\Pi_{\text{Thermal}} = 0.13 \cdot \left( \frac{1}{0.8} \cdot \frac{I_{\text{applied}}}{I_{\text{rated}}} \right)^{1.5} \cdot exp\left\lbrack 11604 \cdot E_{a} \cdot \left( \frac{1}{293} - \frac{1}{{273 + T}_{board\_ ref} + \Delta T} \right) \right\rbrack
```
````

$E_{a}$ = 0.15eV;

$I_{\text{applied}}$ is the current in the fuse during the considered phase

$I_{\text{rated}}$ is the rated current in the fuse without opening for an ambient temperature of 20°C. This value is equal to:

-   rated current for fuses following standard IEC 60127-1 {cite:p}`eee-IEC-60127-1`

-   75% of rated current for fuses following standard UL 248-14 {cite:p}`eee-UL-248-14`


````{admonition} Equation
:class: equation
```{math}
:label: Equation_1_93
\Pi_{\text{Tcy}} = 0.51 \cdot \left( \frac{{12 \cdot N}_{cy\_ phase}}{t_{\text{phase}}} \right) \cdot \left( \frac{min(\theta_{\text{cy}},2)}{2} \right)^{\frac{1}{3}} \cdot \left( \frac{\text{ΔT}_{\text{cycling}}}{20} \right)^{1.9} \cdot exp\left\lbrack 1414 \cdot \left( \frac{1}{313} - \frac{1}{{273 + T}_{max\_ cycling}} \right) \right\rbrack\            
```
````

````{admonition} Equation
:class: equation
```{math}
:label: Equation_1_94
\Pi_{\text{Mechanical}} = 0.06 \cdot \left( \frac{G_{\text{rms}}}{0.5} \right)^{1.5}
```
````


````{admonition} Equation
:class: equation
```{math}
:label: Equation_1_95
\Pi_{\text{RH}} = 0.24 \cdot \left( \frac{\text{RH}_{board\_ ref}}{70} \right)^{4.4} \cdot \ exp\left\lbrack 11604 \cdot 0.8 \cdot \left( \frac{1}{293} - \frac{1}{{273 + T}_{board\_ ref} + \Delta T} \right) \right\rbrack
```
````

All other parameters are issued from the mission profile. 

As the chemical stresses are low for space applications, the value $\Pi_{\text{Chi}}$ should be equal to 0.6.

**Induced factor $\Pi_{\text{induced}}$**

The $\Pi_{\text{induced}}$ factor allows taking into account the influence of the mission profile as described in {numref}`eee_8_3_1`. Its formula is:

````{admonition} Equation
:class: equation
```{math}
:label: Equation_1_96
\Pi_{\text{induced}\_ i} = \left( \Pi_{\text{placement}\_ i} \cdot \Pi_{\text{application}\_ i} \cdot \Pi_{\text{ruggedising}} \right)^{0.511 \cdot ln(C_{\text{sensitivity}})}
```
````

> $\Pi_{placement}$

The Pi Placement depends on the function, there are 6 choices to choose as recalled here from Table XX:

<input type="text" class="myInput" id="myInput" onkeyup="searchTableJupyter(this, 'eee-table4-72')" placeholder="Search table...">

```{list-table} Recommendation for the definition of parameter $\Pi_{\text{placement}\_ i}$.
:name: eee-table4-72
:header-rows: 1
:widths: 70 30

*   - Description of the placement influence
    - $\Pi_{\text{placement}\_ i}$
*   - Digital non-interface function
    - 1.0
*   - Digital interface function
    - 1.6
*   - Analog low-level non-interface function (<1A)
    - 1.3
*   - Analog low-level interface function (<1A)
    - 2.0
*   - Analog power non-interface function (≥1A)
    - 1.6
*   - Analog power interface function (≥1A)
    - 2.5
```

> $\Pi_{\text{application}}$

$\Pi_{\text{application}}$ represents the influence of the type of application and the environment of the product containing the part. This factor varies depending on the phase of the profile.

It is evaluated through the questions presented in the following table and addressed in {numref}`eee_8_3_2_19`:

<input type="text" class="myInput" id="myInput" onkeyup="searchTableJupyter(this, 'eee_table4_73')"
    placeholder="Search table...">

```{list-table} Recommended parameters for $\Pi_{\text{application}\_ i}$ for the launch, time to reach orbit and in-orbit
:name: eee-table4-73

* - <table class="myTable" id="eee_table4_73">
        <thead>
            <th>
                <p><strong>Criterion</strong></p>
            </th>
            <th>
                <p><strong>Description</strong></p>
            </th>
            <th>
                <p><strong>Levels</strong></p>
            </th>
            <th>
                <p><strong>Examples and comments</strong></p>
            </th>
            <th>
                <p><strong>Weight</strong></p>
                <p><strong>POS</strong></p>
            </th>
        </thead>
        <tr>
            <td>
                <p>User type in the phase considered</p>
            </td>
            <td>
                <p>Represents the capability to respect procedures, facing operational constraints.</p>
            </td>
            <td>
                <p><strong>0: Favourable</strong></p>
                <p>1: Moderate</p>
                <p>2: Unfavourable</p>
            </td>
            <td>
                <p><strong>0: Industry</strong></p>
                <p>1: General public</p>
                <p>2: Military</p>
                <p>The most severe level must be adopted for military applications</p>
            </td>
            <td>
                <p>20</p>
            </td>
        </tr>
        <tr>
            <td>
                <p>User qualification level in the phase considered</p>
            </td>
            <td>
                <p>Represents the level of control of the user or the worker regarding an operational context</p>
            </td>
            <td>
                <p><strong>0: Favourable</strong></p>
                <p>1: Moderate</p>
                <p>2: Unfavourable</p>
            </td>
            <td>
                <p><strong>0: Highly qualified</strong></p>
                <p>1: Qualified</p>
                <p>2: Slightly qualified or with little experience</p>
                <p>In some phases, the user to be considered is the person who does the maintenance or servicing</p>
            </td>
            <td>
                <p>10</p>
            </td>
        </tr>
        <tr>
            <td>
                <p>System mobility</p>
            </td>
            <td>
                <p>Represents contingencies related to possibilities of the system being moved</p>
            </td>
            <td>
                <p><strong>0:Non aggressive</strong></p>
                <p>1: Moderate</p>
                <p>2: Severe</p>
            </td>
            <td>
                <p><strong>0: Few contingencies (fixed or stable environment)</strong></p>
                <p>1: Moderate contingencies</p>
                <p>2: Severe contingencies, large variability (automobile)</p>
            </td>
            <td>
                <p>4</p>
            </td>
        </tr>
        <tr>
            <td>
                <p>Product manipulation</p>
            </td>
            <td>
                <p>Represents the possibility of false manipulations, shocks, drops, etc .</p>
            </td>
            <td>
                <p><strong>0:Non aggressive</strong></p>
                <p>1: Moderate</p>
                <p>2: Severe</p>
            </td>
            <td>
                <p><strong>0: Not manipulated</strong></p>
                <p>1: Manipulation without displacement or disassembly</p>
                <p>2: Manipulation with displacement or disassembly</p>
                <p>The severe level should be adopted if maintenance on the product is possible in the phase
                    considered</p>
            </td>
            <td>
                <p>15</p>
            </td>
        </tr>
        <tr>
            <td>
                <p>Type of electrical network for the system</p>
            </td>
            <td>
                <p>Represents the level of electrical disturbance expected on power supplies, signals and electrical
                    lines: power on, switching, power supply, connection/disconnection</p>
            </td>
            <td>
                <p><strong>0:Non aggressive</strong></p>
                <p>1: Moderate</p>
                <p>2: Severe</p>
            </td>
            <td>
                <p><strong>0: Undisturbed network (dedicated regulated power supply)</strong></p>
                <p>1: Slightly disturbed network</p>
                <p>2: Network subject to disturbances (on board network)</p>
                <p>The network type is a system data but that can be broken down and related to specific products
                </p>
            </td>
            <td>
                <p>4</p>
            </td>
        </tr>
        <tr>
            <td>
                <p>Product exposure to human activity</p>
            </td>
            <td>
                <p>Represents exposure to contingencies related to human activity: shock, change in final use, etc.
                </p>
            </td>
            <td>
                <p><strong>0:Non aggressive</strong></p>
                <p>1: Moderate</p>
                <p>2: Severe</p>
            </td>
            <td>
                <p><strong>0: Uninhabitable zone</strong></p>
                <p>1: Possible activity in the product zone</p>
                <p>2: Normal activity in the product zone</p>
                <p>The product can be exposed to human activity even if it is not handled itself during normal use
                </p>
            </td>
            <td>
                <p>8</p>
            </td>
        </tr>
        <tr>
            <td>
                <p>Product exposure to machine disturbances</p>
            </td>
            <td>
                <p>Represents contingencies related to operation of machines, engines, actuators: shock,
                    overheating, electrical disturbances, pollutants, etc.</p>
            </td>
            <td>
                <p>0:Non aggressive</p>
                <p><strong>1: Moderate</strong></p>
                <p>2: Severe</p>
            </td>
            <td>
                <p>0: Null (telephone)</p>
                <p><strong>1: Indirect exposure (product in compartment)</strong></p>
                <p>2: Strong or direct exposure (product in engine area)</p>
            </td>
            <td>
                <p>3</p>
            </td>
        </tr>
        <tr>
            <td>
                <p>Product exposure to the weather</p>
            </td>
            <td>
                <p>Represents exposure to rain, hail, frost, sandstorm, lightning, dust</p>
            </td>
            <td>
                <p><strong>0:Non aggressive</strong></p>
                <p>1: Moderate</p>
                <p>2: Severe</p>
            </td>
            <td>
                <p><strong>0: Null (home)</strong></p>
                <p>1: Indirect exposure (compartment, station hall)</p>
                <p>2: Outdoors (automobile engine)</p>
            </td>
            <td>
                <p>2</p>
            </td>
        </tr>
    </table>
```

A mark is given for each level: 1 for level 0, 3.2 for level 1 and 10 for level 2. This mark is multiplied by the weight ($P_{os}$) and the sum of all the products is divided by 66. For the present application here, we consider $\Pi_{\text{application}}$ = 1.1, the value determined in the frame of an Airbus Defence & Space observation project, for all in flight phases.

```{admonition} Note
:class: note

In bold in the table are the levels considered for the space environment (orbit raising and orbit keeping). They represent the typical environment met in space for satellites, hence the figure can be used for all in flight phases for all projects provided they don't present a specific application; in that case, it has to be re-evaluated.
```

> $\Pi_{\text{ruggedising}}$

The ruggedising factor is determined through a 16 questions audit ensuring the evaluation of the procedures established to guarantee the safety and maintenance of the product and that the procedures are indeed applied. See {numref}`eee_8_3_2_17`.

> $C_{\text{sensitivity}}$

The induced factor $C_{\text{sensitivity}}$ presented in {numref}`eee_8_3_2_21` is provided in the following table:

```{list-table} Induced factor coefficient of sensitivity for fuses.
:name: eee-table4-74
:header-rows: 1
:widths: 70 30

*   - Technologies
    - $C_{\text{sensitivity}}$
*   - Fuses
    - 5.80
```

```{admonition} Note
:class: note

For the 2021 issue of FIDES, this value has been updated to 5.90.
```

> **c) Component manufacturing factor $\Pi_{\text{PM}}$**

The Part\_Manufacturing factor presented in {numref}`eee_8_3_3` represents the quality of the component. This factor transcribes the confidence that can be attributed to the way the part has been manufactured, through factors quantifying the manufacturing process of the part, the tests ran and the confidence in the manufacturer.

Its high level formula is

````{admonition} Equation
:class: equation
```{math}
:label: eq_eee_fam_17
{\pi_{\text{PM}} = e}^{1.39*\left( 1 - Part_{\text{Grade}} \right) - 0.69}
```

with

```{math}
:label: eq_eee_fam_18
Part\_ Grade = \ \frac{\left( \text{QA}_{\text{manufacturer}} + \text{QA}_{\text{component}} \right) \times \varepsilon}{24}
```
````

These parameters are determined through tables available in FIDES.

-  $\text{QA}_{\text{manufacturer}}$ is presented in {numref}`eee_8_3_3_2`

-   $\text{QA}_{\text{component}}$ is presented in {numref}`eee_8_3_3_3` and defined in {numref}`eee-table4-75`

-   $\text{RA}_{\text{component}}$ is presented in {numref}`eee_8_3_3_4`

-   $\epsilon$  is presented in {numref}`eee_8_3_3_7`

Component manufacturing factor $\pi_{\text{PM}}$ according to {numref}`eee_8_3_3` with component quality assurance levels $\text{QA}_{\text{component}}$ defined in the following tables:

<input type="text" class="myInput" id="myInput" onkeyup="searchTableJupyter(this, 'eee-table4-75')" placeholder="Search table...">

```{list-table} Recommendation for definition of parameter $\text{QA}_{\text{component}}$ for fuses.
:name: eee-table4-75
:header-rows: 1
:widths: 60 25 15

*   - Diodes: Component quality assurance level
    - Position relative to the state of the art
    - $\text{QA}_{\text{component}}$
*   - Qualification according to one of the following standards: ESCC 4008, MIL-PRF-23419/08/12 or equivalent
    - Higher
    - 3
*   - Qualification according to one of the following standards: IEC 60127 or equivalent
    - Equivalent
    - 2
*   - Qualification program internal to the manufacturer and unidentified manufacturing sites
    - Lower
    - 1
*   - No information
    - Much
    - 0
```

> **d) Determination of the $\Pi_{\text{Process}}$ factor**

The $\Pi_{\text{Process}}$ factor is determined according to the formula presented in {numref}`eee_8_3_2_3`.

**Summary for the Fuses family 06**

<table class="myTable">
    <thead>
        <th><strong>Section</strong></th>
        <th><strong>Component types</strong></th>
        <th><strong>Modifications and adaptations for space applications</strong></th>
    </thead>
    <tr>
        <td>06</td>
        <td>Fuses</td>
        <td>
            <p>Classification of I<sub>rated</sub> according to the standards IEC 60127-1 and UL 248-14 </p>
            <p>Value of Π<sub>Chi</sub> equal to 0.6</p>
        </td>
    </tr>
</table>

(eee_8_3_5_7)=
## Inductors (family 07)

Inductors are classified as family 07 in {term}`EPPL` {cite:p}`eee-EPPL007-37`. 

All inductors used for Space applications can be modelled through FIDES.

The following table presents the different subfamilies and the corresponding models with the FIDES method, giving the pages where it can be found in both versions (2009 & 2021), for information.


<input type="text" class="myInput" id="myInput" onkeyup="searchTableJupyter(this, 'eee_table4_76')"
    placeholder="Search table...">

```{list-table} Groups of inductors.
:name: eee-table4-76

* - <table class="myTable" id="eee_table4_76">
        <thead>
            <tr>
                <th rowspan="2"><strong>Groups of inductors.</strong></th>
                <th colspan="2"><strong>Models in FIDES 2009</strong></th>
                <th rowspan="2"><strong>Proposed models in FIDES</strong></th>
                <th rowspan="2"><strong>Remarks</strong></th>
            </tr>
            <tr>
                <th>2009</th>
                <th>2021</th>
            </tr>
        </thead>
        <tr>
            <td>01 RF coils</td>
            <td>
                <p>p142</p>
                <p>p142</p>
                <p>p181</p>
            </td>
            <td>
                <p>p160</p>
                <p>p160</p>
                <p>p199</p>
            </td>
            <td>
                <p>“Low current wirewound inductor”</p>
                <p>“High current (or power) wirewound inductor”</p>
                <p>“HF RF inductors”</p>
            </td>
            <td>
                <p>ECIN_01</p>
                <p>ECIN_02</p>
                <p>HFHI</p>
            </td>
        </tr>
        <tr>
            <td>02 Cores</td>
            <td>No/Yes</td>
            <td>No/Yes</td>
            <td>Not usually used in space applications, no more present in the EPPL but recommendation to use “Multi-layer
                inductor”</td>
            <td>ECIN_03</td>
        </tr>
        <tr>
            <td>03 Chip</td>
            <td>
                <p>p142</p>
                <p>p142</p>
                <p>p142</p>
            </td>
            <td>
                <p>p160</p>
                <p>p160</p>
                <p>p160</p>
            </td>
            <td>
                <p>“Low current wirewound inductor”,</p>
                <p>“High current (or power) wirewound inductor”,</p>
                <p>“Multi-layer inductor”</p>
            </td>
            <td>
                <p>ECIN_01</p>
                <p>ECIN_02</p>
                <p>ECIN_03</p>
            </td>
        </tr>
        <tr>
            <td>Ferrite switch</td>
            <td>No/Yes</td>
            <td>No/Yes</td>
            <td>“Low current wirewound inductor” for EEE part only</td>
            <td>ECIN_01</td>
        </tr>
    </table>
```

```{admonition} Note
:class: note

Core means coil without winding. 
```

**General model for the inductors family:**

````{admonition} Equation
:class: equation
```{math}
:label: Equation_1_97
\lambda = \lambda_{\text{Physical}} \cdot \Pi_{\text{PM}} \cdot \Pi_{\text{LF}} \cdot \Pi_{\text{Process}}
```
-   $\lambda_{\text{Physical}}$ the physical contribution for each component,

-   $\Pi_{\text{PM}}$ the quality and technical control over manufacturing of the item,

-   $\Pi_{\text{Process}}$ the quality and technical control over the development, manufacturing and use process for the product containing the item,

-   $\Pi_{\text{LF}}$ the factor representing the process to become lead-free if it has to be considered for Space applications, it is equal to 1 (see {numref}`eee_8_3`).
````

All this being based on a mission profile to be defined for the whole unit.

> **a) Mission profile**

In order to model the reliability for each component of a unit, it is necessary to define the mission profile corresponding to the unit under consideration. See {numref}`eee_8_3_1` for details.

> **b) Calculation of $\lambda_{\text{Physical}}$**

````{admonition} Equation
:class: equation
```{math}
:label: Equation_1_98
\lambda_{\text{Physical}} = \lambda_{O_{\text{Magnetic}}} \cdot \sum_{i}^{\text{Phases}}{\frac{\left( t_{\text{phase}} \right)_{i}}{t_{\text{total}}} \cdot \left( \Pi_{Thermo\_ electrical} + \Pi_{\text{TCy}} + \Pi_{\text{Mechanical}} \right)_{i}} \cdot \left( \Pi_{\text{induced}} \right)_{i}
```
````

$\lambda_{O_{\text{Magnetic}}}$ corresponds to the basic failure rate defined for sub-groups within the mentioned groups:

-   For low current wirewound inductors, $\lambda_{O_{\text{Magnetic}}}$is equal to 0.025;

-   For high current (or power) wirewound inductors and multi-layer inductors, $\lambda_{O_{\text{Magnetic}}}$ is equal to 0.05.

**Physical stresses for the inductors family:**

````{admonition} Equation
:class: equation
```{math}
:label: Equation_1_99
\Pi_{Thermo - electrical} = \gamma_{TH\_ EL} \cdot exp\left\lbrack 11604 \cdot E_{a} \cdot \left( \frac{1}{293} - \frac{1}{{273 + T}_{board\_ ref} + \Delta T} \right) \right\rbrack
```
````

$E_{a}$ = 0.15eV;

$\gamma_{TH\_ EL}$ depends on the type of inductors:

-   For low current wirewound inductors, $\gamma_{TH\_ EL}$ is equal to 0.01;

-   For high current (or power) wirewound inductors, $\gamma_{TH\_ EL}$ is equal to 0.09;

-   For multi-layer inductors, $\gamma_{TH\_ EL}$ is equal to 0.71.

All other parameters are issued from the mission profile.

````{admonition} Equation
:class: equation
```{math}
:label: Equation_1_100
\Pi_{\text{Tcy}} = \gamma_{\text{TCy}} \cdot \left( \frac{{12 \cdot N}_{cy\_ phase}}{t_{\text{phase}}} \right) \cdot \left( \frac{min(\theta_{\text{cy}},2)}{2} \right)^{\frac{1}{3}} \cdot \left( \frac{\text{ΔT}_{\text{cycling}}}{20} \right)^{1.9} \cdot exp\left\lbrack 1414 \cdot \left( \frac{1}{313} - \frac{1}{{273 + T}_{max\_ cycling}} \right) \right\rbrack
```
````

$\Pi_{\text{Tcy}}$ depends on the type of inductors:

-   For low current wirewound inductors,$\Pi_{\text{Tcy}}$ is equal to 0.73;

-   For high current (or power) wirewound inductors, $\Pi_{\text{Tcy}}$ is equal to 0.79;

-   For multi-layer inductors, $\Pi_{\text{Tcy}}$ is equal to 0.28.

All other parameters are issued from the mission profile

````{admonition} Equation
:class: equation
```{math}
:label: Equation_1_101
\Pi_{\text{Mechanical}} = \gamma_{\text{Mech}} \cdot \left( \frac{G_{\text{rms}}}{0.5} \right)^{1.5}
```
````

$\gamma_{\text{Mech}}$ depends on the type of inductors:

-   For low current wirewound inductors, $\gamma_{\text{Mech}}$ is equal to 0.26;

-   For high current (or power) wirewound inductors, $\gamma_{\text{Mech}}$ is equal to 0.12;

-   For multi-layer inductors, $\gamma_{\text{Mech}}$ is equal to 0.01.

All other parameters are issued from the mission profile.


<input type="text" class="myInput" id="myInput" onkeyup="searchTableJupyter(this, 'eee-table4-77')" placeholder="Search table...">

```{list-table} Basic failure rates $\lambda_{0}$ for inductors.
:name: eee-table4-77
:header-rows: 1
:widths: 20 16 16 16 16 16

*   - Description of the component
    - $\lambda_{0\_ \text{mag}}$
    - $\gamma_{TH\_ EL}$
    - $\gamma_{TCy}$
    - $\gamma_{Mech}$
    - $\Delta Τ \text{(°C)}$
*   - “Low current wirewound inductor”
    - 0.025
    - 0.01
    - 0.73
    - 0.26
    - 10
*   - “High current (or power) wirewound inductor”
    - 0.05
    - 0.09
    - 0.79
    - 0.12
    - 30
*   - “Multi-layer inductor”
    - 0.05
    - 0.71
    - 0.28
    - 0.01
    - 10
```

**Induced factor $\Pi_{\text{induced}}$**

The $\Pi_{\text{induced}}$ factor allows taking into account the influence of the mission profile as described in {numref}`eee_8_3_1`. Its formula is:

````{admonition} Equation
:class: equation
```{math}
:label: Equation_1_102
\Pi_{\text{induced}\_ i} = \left( \Pi_{\text{placement}\_ i} \cdot \Pi_{\text{application}\_ i} \cdot \Pi_{\text{ruggedising}} \right)^{0.511 \cdot ln(C_{\text{sensitivity}})}
```
````

> $\Pi_{placement}$

The Pi Placement depends on the function, there are 6 choices to choose as recalled here from Table XX:

<input type="text" class="myInput" id="myInput" onkeyup="searchTableJupyter(this, 'eee-table4-78')" placeholder="Search table...">

```{list-table} Recommendation for the definition of parameter $\Pi_{\text{placement}\_ i}$.
:name: eee-table4-78
:header-rows: 1
:widths: 70 30

*   - Description of the placement influence
    - $\Pi_{\text{placement}\_ i}$
*   - Digital non-interface function
    - 1.0
*   - Digital interface function
    - 1.6
*   - Analog low-level non-interface function (<1A)
    - 1.3
*   - Analog low-level interface function (<1A)
    - 2.0
*   - Analog power non-interface function (≥1A)
    - 1.6
*   - Analog power interface function (≥1A)
    - 2.5
```

> $\Pi_{\text{application}}$

$\Pi_{\text{application}}$ represents the influence of the type of application and the environment of the product containing the part. This factor varies depending on the phase of the profile.

It is evaluated through the questions presented in the following table and addressed in {numref}`eee_8_3_2_19`:

<input type="text" class="myInput" id="myInput" onkeyup="searchTableJupyter(this, 'eee_table4_79')"
    placeholder="Search table...">

```{list-table} Recommended parameters for $\Pi_{\text{application}\_ i}$ for the launch, time to reach orbit and in-orbit
:name: eee-table4-79

* - <table class="myTable" id="eee_table4_79">
        <thead>
            <th>
                <p><strong>Criterion</strong></p>
            </th>
            <th>
                <p><strong>Description</strong></p>
            </th>
            <th>
                <p><strong>Levels</strong></p>
            </th>
            <th>
                <p><strong>Examples and comments</strong></p>
            </th>
            <th>
                <p><strong>Weight</strong></p>
                <p><strong>POS</strong></p>
            </th>
        </thead>
        <tr>
            <td>
                <p>User type in the phase considered</p>
            </td>
            <td>
                <p>Represents the capability to respect procedures, facing operational constraints.</p>
            </td>
            <td>
                <p><strong>0: Favourable</strong></p>
                <p>1: Moderate</p>
                <p>2: Unfavourable</p>
            </td>
            <td>
                <p><strong>0: Industry</strong></p>
                <p>1: General public</p>
                <p>2: Military</p>
                <p>The most severe level must be adopted for military applications</p>
            </td>
            <td>
                <p>20</p>
            </td>
        </tr>
        <tr>
            <td>
                <p>User qualification level in the phase considered</p>
            </td>
            <td>
                <p>Represents the level of control of the user or the worker regarding an operational context</p>
            </td>
            <td>
                <p><strong>0: Favourable</strong></p>
                <p>1: Moderate</p>
                <p>2: Unfavourable</p>
            </td>
            <td>
                <p><strong>0: Highly qualified</strong></p>
                <p>1: Qualified</p>
                <p>2: Slightly qualified or with little experience</p>
                <p>In some phases, the user to be considered is the person who does the maintenance or servicing</p>
            </td>
            <td>
                <p>10</p>
            </td>
        </tr>
        <tr>
            <td>
                <p>System mobility</p>
            </td>
            <td>
                <p>Represents contingencies related to possibilities of the system being moved</p>
            </td>
            <td>
                <p><strong>0:Non aggressive</strong></p>
                <p>1: Moderate</p>
                <p>2: Severe</p>
            </td>
            <td>
                <p><strong>0: Few contingencies (fixed or stable environment)</strong></p>
                <p>1: Moderate contingencies</p>
                <p>2: Severe contingencies, large variability (automobile)</p>
            </td>
            <td>
                <p>4</p>
            </td>
        </tr>
        <tr>
            <td>
                <p>Product manipulation</p>
            </td>
            <td>
                <p>Represents the possibility of false manipulations, shocks, drops, etc .</p>
            </td>
            <td>
                <p><strong>0:Non aggressive</strong></p>
                <p>1: Moderate</p>
                <p>2: Severe</p>
            </td>
            <td>
                <p><strong>0: Not manipulated</strong></p>
                <p>1: Manipulation without displacement or disassembly</p>
                <p>2: Manipulation with displacement or disassembly</p>
                <p>The severe level should be adopted if maintenance on the product is possible in the phase
                    considered</p>
            </td>
            <td>
                <p>15</p>
            </td>
        </tr>
        <tr>
            <td>
                <p>Type of electrical network for the system</p>
            </td>
            <td>
                <p>Represents the level of electrical disturbance expected on power supplies, signals and electrical
                    lines: power on, switching, power supply, connection/disconnection</p>
            </td>
            <td>
                <p><strong>0:Non aggressive</strong></p>
                <p>1: Moderate</p>
                <p>2: Severe</p>
            </td>
            <td>
                <p><strong>0: Undisturbed network (dedicated regulated power supply)</strong></p>
                <p>1: Slightly disturbed network</p>
                <p>2: Network subject to disturbances (on board network)</p>
                <p>The network type is a system data but that can be broken down and related to specific products
                </p>
            </td>
            <td>
                <p>4</p>
            </td>
        </tr>
        <tr>
            <td>
                <p>Product exposure to human activity</p>
            </td>
            <td>
                <p>Represents exposure to contingencies related to human activity: shock, change in final use, etc.
                </p>
            </td>
            <td>
                <p><strong>0:Non aggressive</strong></p>
                <p>1: Moderate</p>
                <p>2: Severe</p>
            </td>
            <td>
                <p><strong>0: Uninhabitable zone</strong></p>
                <p>1: Possible activity in the product zone</p>
                <p>2: Normal activity in the product zone</p>
                <p>The product can be exposed to human activity even if it is not handled itself during normal use
                </p>
            </td>
            <td>
                <p>8</p>
            </td>
        </tr>
        <tr>
            <td>
                <p>Product exposure to machine disturbances</p>
            </td>
            <td>
                <p>Represents contingencies related to operation of machines, engines, actuators: shock,
                    overheating, electrical disturbances, pollutants, etc.</p>
            </td>
            <td>
                <p>0:Non aggressive</p>
                <p><strong>1: Moderate</strong></p>
                <p>2: Severe</p>
            </td>
            <td>
                <p>0: Null (telephone)</p>
                <p><strong>1: Indirect exposure (product in compartment)</strong></p>
                <p>2: Strong or direct exposure (product in engine area)</p>
            </td>
            <td>
                <p>3</p>
            </td>
        </tr>
        <tr>
            <td>
                <p>Product exposure to the weather</p>
            </td>
            <td>
                <p>Represents exposure to rain, hail, frost, sandstorm, lightning, dust</p>
            </td>
            <td>
                <p><strong>0:Non aggressive</strong></p>
                <p>1: Moderate</p>
                <p>2: Severe</p>
            </td>
            <td>
                <p><strong>0: Null (home)</strong></p>
                <p>1: Indirect exposure (compartment, station hall)</p>
                <p>2: Outdoors (automobile engine)</p>
            </td>
            <td>
                <p>2</p>
            </td>
        </tr>
    </table>
```

A mark is given for each level: 1 for level 0, 3.2 for level 1 and 10 for level 2. This mark is multiplied by the weight ($P_{os}$) and the sum of all the products is divided by 66. For the present application here, we consider $\Pi_{\text{application}}$ = 1.1, the value determined in the frame of an Airbus Defence & Space observation project, for all in flight phases.

```{admonition} Note
:class: note

In bold in the table are the levels considered for the space environment (orbit raising and orbit keeping). They represent the typical environment met in space for satellites, hence the figure can be used for all in flight phases for all projects provided they don't present a specific application; in that case, it has to be re-evaluated.
```

> $\Pi_{\text{ruggedising}}$

The ruggedising factor is determined through a 16 questions audit ensuring the evaluation of the procedures established to guarantee the safety and maintenance of the product and that the procedures are indeed applied. See {numref}`eee_8_3_2_17`.

> $C_{\text{sensitivity}}$

The induced factor $C_{\text{sensitivity}}$ presented in {numref}`eee_8_3_2_21` is provided in the following table:

```{list-table} Induced factor coefficient of sensitivity for fuses.
:name: eee-table4-80
:header-rows: 1
:widths: 70 30

*   - Technologies
    - $C_{\text{sensitivity}}$
*   - Low current wirewound inductors
    - 4.05
*   - High current (or power) wirewound inductors
    - 8.05
*   - Multi-layer inductors
    - 4.40
```

```{admonition} Note
:class: note

For the 2021 issue of FIDES, these values have been updated to respectively 4.73, 6.58 and 4.30.
```

> **c) Component manufacturing factor $\Pi_{\text{PM}}$**

The Part\_Manufacturing factor presented in {numref}`eee_8_3_3` represents the quality of the component. This factor transcribes the confidence that can be attributed to the way the part has been manufactured, through factors quantifying the manufacturing process of the part, the tests ran and the confidence in the manufacturer.

Its high level formula is

````{admonition} Equation
:class: equation
```{math}
:label: eq_eee_fam_19
{\pi_{\text{PM}} = e}^{1.39*\left( 1 - Part_{\text{Grade}} \right) - 0.69}
```

with

```{math}
:label: eq_eee_fam_20
Part\_ Grade = \ \frac{\left( \text{QA}_{\text{manufacturer}} + \text{QA}_{\text{component}} \right) \times \varepsilon}{24}
```
````

These parameters are determined through tables available in FIDES.

-  $\text{QA}_{\text{manufacturer}}$ is presented in {numref}`eee_8_3_3_2`

-   $\text{QA}_{\text{component}}$ is presented in {numref}`eee_8_3_3_3` and defined in {numref}`eee-table4-81`

-   $\text{RA}_{\text{component}}$ is presented in {numref}`eee_8_3_3_4`

-   $\epsilon$  is presented in {numref}`eee_8_3_3_7`

Component manufacturing factor $\pi_{\text{PM}}$ according to {numref}`eee_8_3_3` with component quality assurance levels $\text{QA}_{\text{component}}$ defined in the following tables:

<input type="text" class="myInput" id="myInput" onkeyup="searchTableJupyter(this, 'eee-table4-81')" placeholder="Search table...">

```{list-table} Recommendation for definition of parameter $\text{QA}_{\text{component}}$ for inductors.
:name: eee-table4-81
:header-rows: 1
:widths: 60 25 15

*   - Diodes: Component quality assurance level
    - Position relative to the state of the art
    - $\text{QA}_{\text{component}}$
*   - Qualification according to one of the following standards: AEC Q200, MIL-STD-981 class S, MIL-PRF-xxx level T, ESCC 320x, NASDA-QTS-xxxx class I
    - Higher
    - 3
*   - Qualification according to one of the following standards: MIL-STD-981 class B, MIL-PRF-xxx level M, NASDA-QTS-xxxx class II with identification of manufacturing sites for these standards, qualification according to approved {term}`CECC` standards.
    - Equivalent
    - 2
*   - Qualification according to one of the following MIL-PRF-xxxx level C, or qualification program internal to the manufacturer and unidentified manufacturing sites
    - Lower
    - 1
*   - No information
    - Much
    - 0
```

> **d) Determination of the $\Pi_{\text{Process}}$ factor**

The $\Pi_{\text{Process}}$ factor is determined according to the formula presented in {numref}`eee_8_3_2_3`.

**Summary for the Inductors family 06**

<table class="myTable">
    <thead>
        <th><strong>Section</strong></th>
        <th><strong>Component types</strong></th>
        <th><strong>Modifications and adaptations for space applications</strong></th>
    </thead>
    <tr>
        <td>07</td>
        <td>Inductors</td>
        <td>
            <p>-</p>
        </td>
    </tr>
</table>

(eee_8_3_5_8)=
## Integrated Circuits (Family 08)

Integrated circuits are classified as family 08 in {term}`EPPL` {cite:p}`eee-EPPL007-37`. 

All integrated circuits used for Space applications can be modelled through FIDES.

The following table presents the different subfamilies and the corresponding models with the FIDES method, giving the pages where it can be found in both versions (2009 & 2021), for information.

<input type="text" class="myInput" id="myInput" onkeyup="searchTableJupyter(this, 'eee_table4_82')"
    placeholder="Search table...">

```{list-table} Groups of integrated circuits.
:name: eee-table4-82

* - <table class="myTable" id="eee_table4_82">
        <thead>
            <tr>
                <th rowspan="2"><strong>Groups of integrated circuits</strong></th>
                <th colspan="2"><strong>Models in FIDES 2009</strong></th>
                <th rowspan="2"><strong>Proposed models in FIDES</strong></th>
                <th rowspan="2"><strong>Remarks</strong></th>
            </tr>
            <tr>
                <th>2009</th>
                <th>2021</th>
            </tr>
        </thead>
        <tr>
            <td>10 Microprocessor / Microcontroller / Peripheral</td>
            <td>p111</td>
            <td>p123</td>
            <td>“Microprocessor, Microcontroller, DSP”</td>
            <td>ECIC_59</td>
        </tr>
        <tr>
            <td>20 Memory SRAM</td>
            <td>p111</td>
            <td>p123</td>
            <td>“SRAM”</td>
            <td>ECIC_61</td>
        </tr>
        <tr>
            <td>21 Memory DRAM/SDRAM</td>
            <td>p111</td>
            <td>p123</td>
            <td>No more present in the EPPL list  but recommendation to use “DRAM”</td>
            <td>ECIC_62</td>
        </tr>
        <tr>
            <td>22 Memory PROM</td>
            <td>p111</td>
            <td>p123</td>
            <td>Not used in space applications &amp; no more present in the EPPL</td>
            <td>NA</td>
        </tr>
        <tr>
            <td>23 Memory EPROM</td>
            <td>p111</td>
            <td>p123</td>
            <td>No more present in the EPPL but recommendation to use “Flash, EEPROM, EPROM”</td>
            <td>ECIC_60</td>
        </tr>
        <tr>
            <td>24 Memory EEPROM</td>
            <td>p111</td>
            <td>p123</td>
            <td>No more present in the EPPL but recommendation to use “Flash, EEPROM, EPROM”</td>
            <td>ECIC_60</td>
        </tr>
        <tr>
            <td>30 Programmable Logic</td>
            <td>p111</td>
            <td>p123</td>
            <td>No more present in the EPPL but recommendation to use “FPGA, CPLD, FPGA Antifuse, PAL”</td>
            <td>ECIC_58</td>
        </tr>
        <tr>
            <td>40 ASIC Technologies Digital</td>
            <td>p117</td>
            <td>p130</td>
            <td>
                <p><strong>ASIC model </strong></p>
                <p>“MOS Silicon, Digital ASIC, simple function”,</p>
                <p>“MOS Silicon, Digital ASIC, complex function”,</p>
                <p>“Silicon Bipolar, BICMOS Digital ASIC”</p>
            </td>
            <td>
                <p><strong>ECAS</strong></p>
                <p>ECAS_01</p>
                <p>ECAS_02</p>
                <p>ECAS_04</p>
            </td>
        </tr>
        <tr>
            <td>41 ASIC Technologies Linear</td>
            <td>p117</td>
            <td>p130</td>
            <td>
                <p>No more present in the EPPL but recommendation to use ASIC model</p>
                <p>“Silicon bipolar, BICMOS, Mixed, analogue ASIC”</p>
            </td>
            <td>ECAS_05</td>
        </tr>
        <tr>
            <td>42 ASIC Technologies Mixed Analog / Digital</td>
            <td>p117</td>
            <td>p130</td>
            <td>
                <p>No more present in the EPPL but recommendation to use ASIC model</p>
                <p>“MOS silicon, Analogue, mixed ASIC”,</p>
                <p>“Silicon bipolar, BICMOS, Mixed, analogue ASIC”</p>
            </td>
            <td>
                <p>ECAS_03</p>
                <p>ECAS_05</p>
            </td>
        </tr>
        <tr>
            <td>50 Linear Operational Amplifier</td>
            <td>p111</td>
            <td>p123</td>
            <td>“Analogue and hybrid circuit (MOS, bipolar, BiCMOS)”</td>
            <td>ECIS_58</td>
        </tr>
        <tr>
            <td>51 Linear Sample And Hold Amplifier</td>
            <td>p111</td>
            <td>p123</td>
            <td>No more present in the EPPL but recommendation to use “Analogue and hybrid circuit (MOS, bipolar, BiCMOS)”
            </td>
            <td>ECIS_58</td>
        </tr>
        <tr>
            <td>52 Linear Voltage Reference / Regulator</td>
            <td>p111</td>
            <td>p123</td>
            <td>“Analogue and hybrid circuit (MOS, bipolar, BiCMOS)”</td>
            <td>ECIS_58</td>
        </tr>
        <tr>
            <td>53 Linear Voltage Comparator</td>
            <td>p111</td>
            <td>p123</td>
            <td>“Analogue and hybrid circuit (MOS, bipolar, BiCMOS)”</td>
            <td>ECIS_58</td>
        </tr>
        <tr>
            <td>54 Linear Switching Regulator</td>
            <td>p111</td>
            <td>p123</td>
            <td>“Analogue and hybrid circuit (MOS, bipolar, BiCMOS)”</td>
            <td>ECIS_58</td>
        </tr>
        <tr>
            <td>55 Linear Line Driver</td>
            <td>p111</td>
            <td>p123</td>
            <td>“Analogue and hybrid circuit (MOS, bipolar, BiCMOS)”</td>
            <td>ECIS_58</td>
        </tr>
        <tr>
            <td>56 Linear Line Receiver</td>
            <td>p111</td>
            <td>p123</td>
            <td>“Analogue and hybrid circuit (MOS, bipolar, BiCMOS)”</td>
            <td>ECIS_58</td>
        </tr>
        <tr>
            <td>57 Linear Timer</td>
            <td>p111</td>
            <td>p123</td>
            <td>No more present in the EPPL list  but recommendation to use “Analogue and
                hybrid circuit (MOS, bipolar, BiCMOS)”</td>
            <td>ECIS_58</td>
        </tr>
        <tr>
            <td>58 Linear Multiplier</td>
            <td>p111</td>
            <td>p123</td>
            <td>No more present in the EPPL list  but recommendation to use “Analogue and
                hybrid circuit (MOS, bipolar, BiCMOS)”</td>
            <td>ECIS_58</td>
        </tr>
        <tr>
            <td>59 Linear Switches</td>
            <td>p111</td>
            <td>p123</td>
            <td>No more present in the EPPL list  but recommendation to use “Analogue and
                hybrid circuit (MOS, bipolar, BiCMOS)”</td>
            <td>ECIS_58</td>
        </tr>
        <tr>
            <td>60 Linear Multiplexers / Demultiplexer</td>
            <td>p111</td>
            <td>p123</td>
            <td>“Analogue and hybrid circuit (MOS, bipolar, BiCMOS)”</td>
            <td>ECIS_58</td>
        </tr>
        <tr>
            <td>61 Linear Analog To Digital Converter</td>
            <td>p111</td>
            <td>p123</td>
            <td>“Analogue and hybrid circuit (MOS, bipolar, BiCMOS)”</td>
            <td>ECIS_58</td>
        </tr>
        <tr>
            <td>62 Linear Digital To Analog Converter</td>
            <td>p111</td>
            <td>p123</td>
            <td>“Analogue and hybrid circuit (MOS, bipolar, BiCMOS)”</td>
            <td>ECIS_58</td>
        </tr>
        <tr>
            <td>69 Linear Other Functions</td>
            <td>p111</td>
            <td>p123</td>
            <td>“Analogue and hybrid circuit (MOS, bipolar, BiCMOS)”</td>
            <td>ECIS_58</td>
        </tr>
        <tr>
            <td>80 Logic Families</td>
            <td>p111</td>
            <td>p123</td>
            <td>“Digital circuit (MOS, bipolar, BiCMOS)</td>
            <td>ECIC_63</td>
        </tr>
        <tr>
            <td>95 Microwave Monolithic Integrated Circuits (MMIC)</td>
            <td>182</td>
            <td>208</td>
            <td>
                <p><strong><span class="underline">RF HF integrated circuits models</span></strong></p>
                <p><strong><span class="underline">“Si, SiGe integrated circuit”</span></strong></p>
                <p>Si RF and HF (MOS) analogue circuit (power amplifier)</p>
                <p>Si, SiGe Analogue and mixed circuit (MOS, Bipolar, BiCMOS, MOSFET, PHEMT, HBT) including RF and HF</p>
                <p>Si, SiGe RF and HF digital circuit (MOS, bipolar BiCMOS)</p>
                <p><strong><span class="underline">“GaAs integrated circuit”</span></strong></p>
                <p>GaAs, RF and HF analogue circuit (power amplifier)</p>
                <p>GaAs Analogue and mixed circuit (MOS, Bipolar, BiCMOS, MOSFET, PHEMT, HBT) including RF and HF</p>
                <p>“GaN integrated circuit”*</p>
            </td>
            <td>
                <p><span class="underline">HFSI</span></p>
                <p>HFSI-02</p>
                <p>HFSI_03</p>
                <p>HFSI_04</p>
                <p><span class="underline">HFAS</span></p>
                <p>HFAS_01</p>
                <p>HFAS_03</p>
                <p>TBD 2021</p>
            </td>
        </tr>
    </table>
```

```{admonition} Note *
:class: note

In the 2021 issue of FIDES, a {term}`GaN` MMIC model has been included. The detail is provided in 4.4.2.3, as it has not yet been assessed and is just a proposition for the user.
```

(eee_8_3_5_8_1)=
### MMIC (95 family)

**General model for the HF/RF ICs:**

````{admonition} Equation
:class: equation
```{math}
:label: Equation_1_103
\lambda = \lambda_{\text{Physical}} \cdot \Pi_{\text{PM}} \cdot \Pi_{\text{LF}} \cdot \Pi_{\text{Process}} \cdot \Pi_{\text{ProcessHFRF}}
```
-   $\lambda_{\text{Physical}}$ the physical contribution for each component,

-   $\Pi_{\text{PM}}$ the quality and technical control over manufacturing of the item,

-   $\Pi_{\text{Process}}$ the quality and technical control over the development, manufacturing and use process for the product containing the item,
-   $\Pi_{\text{ProcessHFRF}}$ the quality and technical control over the development, manufacturing and use process for the RFHF item

-   $\Pi_{\text{LF}}$ the factor representing the process to become lead-free if it has to be considered for Space applications, it is equal to 1 (see {numref}`eee_8_3`).
````

All this being based on a mission profile to be defined for the whole unit.

> **a) Mission profile**

In order to model the reliability for each component of a unit, it is necessary to define the mission profile corresponding to the unit under consideration. See {numref}`eee_8_3_1` for details.

> **b) Calculation of $\lambda_{\text{Physical}}$**

````{admonition} Equation
:class: equation
```{math}
:label: Equation_1_104
\lambda_{\text{Physical}} = \sum_{i}^{\text{Phases}}{\frac{\left( t_{\text{phase}} \right)_{i}}{t_{\text{total}}} \cdot \begin{pmatrix} 
  {\lambda_{\text{OTH}} \cdot \Pi}_{\text{Thermal}} \\                                                                                        
  {+ \lambda_{\text{OTCyCase}} \cdot \Pi}_{\text{TCyCase}} \\                                                                                 
  \begin{matrix}                                                                                                                                
  {+ \lambda_{\text{OTCySolderjoints}} \cdot \Pi}_{\text{TCySolderjoints}} \\                                                                 
  {+ \lambda_{\text{ORH}} \cdot \Pi}_{\text{RH}} \\                                                                                           
   + \lambda_{\text{OMech}} \cdot \Pi_{\text{Mech}} \\                                                                                        
  \end{matrix} \\                                                                                                                               
  \end{pmatrix}_{i}} \cdot \left( \Pi_{\text{induced}} \right)_{i}
```
````

$\lambda_{\text{OTH}}$ is a fixed value given in the following table, depending on the type of components.


<input type="text" class="myInput" id="myInput" onkeyup="searchTableJupyter(this, 'eee-table4-83')" placeholder="Search table...">

```{list-table} Basic failure rates $\lambda_{\text{OTH}}$ for integrated circuits.
:name: eee-table4-83
:header-rows: 1
:widths: 70 10 20

*   - Type
    - Groups
    - $\lambda_{\text{OTH}}$
*   - **Si, Ge Integrated Circuit**
    - 
    - 
*   - Si RF and HF (MOS) analogue circuit (power amplifier)
    -
    - 0.53
*   - Si, SiGe Analogue and mixed circuit (MOS, Bipolar, {term}`BiCMOS`, MOSFET, PHEMT, HBT) including RF and HF
    -
    - 0.19
*   - Si, SiGe RF and digital circuit (MOS, bipolar {term}`BiCMOS`)
    -
    - 0.04
*   - **{term}`GaAs` Integrated Circuit**
    -
    - 
*   - {term}`GaAs`, RF and HF analogue circuit (power amplifier)
    -
    - 0.70*
*   - {term}`GaAs` Analogue and mixed circuit (MOS, Bipolar, {term}`BiCMOS`, MOSFET, PHEMT, HBT) including RF and HF
    -
    - 0.19
```

```{admonition} Note *
:class: note

$\lambda_{\text{OTH}}$ for Power HF/RF has been updated in the 2021 issue of the FIDES guide to 0.3756.
```

The basic failure rates $\lambda_{\text{ORH}}$, $\lambda_{\text{OTCyCase}}$, $\lambda_{\text{OTCySolderjoints}}$ and $\lambda_{\text{Mech}}$ are calculated through two constants *a* and *b* considering the type of package and the number of pins. The formula to apply is:

````{admonition} Equation
:class: equation
```{math}
:label: Equation_1_105
\lambda_{0_{\text{constraint}}} = exp\left( - a \right) \cdot {N_{p}}^{b}
```
````

All packages have been split into the following six categories:

-   Plastic PTH;

-   Ceramic PTH;

-   Plastic SMD with leads;

-   Plastic SMD without leads;

-   Ceramic SMD with leads;

-   Ceramic SMD without leads.

<input type="text" class="myInput" id="myInput" onkeyup="searchTableJupyter(this, 'eee-table4-84')" placeholder="Search table...">

```{list-table} Families of packages for plastic PTH.
:name: eee-table4-84
:header-rows: 1
:widths: 50 50

*   - Typical name
    - Description
*   - SDIP
    - Skinny Dual In Line Package
*   - ZIP
    - Zig-zag In Line Package
*   - QIP
    - Quadruple In Line Package
*   - PGA
    - Pin grid array
*   - SIP, SIPP
    - Single In Line Package
```

<input type="text" class="myInput" id="myInput" onkeyup="searchTableJupyter(this, 'eee-table4-85')" placeholder="Search table...">

```{list-table} Families of packages for ceramic PTH.
:name: eee-table4-85
:header-rows: 1
:widths: 50 50

*   - Typical name
    - Description
*   - {term}`CERDIP`, CDIP, sidebraze
    - Ceramic dual in line package
*   - {term}`CPGA`
    - Ceramic pin grid array
*   - PDIP, TO116
    - Plastic dual in line package
```

<input type="text" class="myInput" id="myInput" onkeyup="searchTableJupyter(this, 'eee-table4-86')" placeholder="Search table...">

```{list-table} Families of packages for plastic SMD with leads.
:name: eee-table4-86
:header-rows: 1
:widths: 50 50

*   - Typical name
    - Description
*   - PQFP
    - Plastic quad flatpack, L lead
*   - SQFP, TQFP, VQFP, LQFP, HLQFP
    - Plastic shrink quad flatpack, L lead Plastic thin quad flatpack, L lead
*   - Power QFP (RQFP, HQFP, PowerQuad, EdQuad…)
    -  Plastic quad flatpack with heat shink, L lead
*   - BQFP
    -  Bumpered quad flatpack, L lead
*   - BQFPH
    -  Bumpered quad flatpack with heat spreader, L lead
*   - PLCC
    -  Plastic leaded chip carrier, J lead
*   - SOJ
    -  Plastic small outlines, J-lead
*   - SO, SOP, SOL, SOIC, SOW
    -  Plastic small outlines, L lead
*   - TSOP I
    -  Thin small outlines, leads on small edges, L lead
*   - TSOP II
    -  Thin small outlines, leads on long edges, L lead
*   - SSOP, VSOP, QSOP, VSSOP
    -  Plastic shrink (pitch) small outlines, L lead
*   - TSSOP, MSOP, µSOP, µMAX, TVSOP
    -  Thin shrink small outlines, L lead
*   - HSSOP, HVSSOP, HTSSOP
    -  Thermally Enhanced SSOP
*   - ePad, TSSOP, MSOP, SOIC, SSOP, PSOP
    -  exposed TSSOP/MSOP/SOIC/SSOP
*   - CGA, LGA
    -  Column Grid Array
*   - HSOP
    - Heat Sink Enhanced SOP
```

<input type="text" class="myInput" id="myInput" onkeyup="searchTableJupyter(this, 'eee-table4-87')" placeholder="Search table...">

```{list-table} Families of packages for plastic SMD with leads.
:name: eee-table4-87
:header-rows: 1
:widths: 50 50

*   - Typical name
    - Description
*   - PBGA WLP 0.3mm
    - Plastic ball grid array with solder ball pitch = 0.30 mm
*   - PBGA CSP BT 0.8 et 0.75mm
    - Plastic ball grid array with solder ball pitch = 0.8 et 0.75 mm
*   - PBGA flex 0.8mm
    -  Plastic ball grid array with solder ball pitch = 0.8
*   - PBGA BT 1.00mm
    -  Plastic ball grid array with solder ball pitch = 1.00 mm
*   - PBGA 1.27mm
    -  Plastic ball grid array with solder ball pitch = 1.27 mm
*   - PBGA 1.5mm
    -  Plastic ball grid array with solder ball pitch = 1.5 mm
*   - FPBGA
    -  Fine pitch {term}`BGA`
*   - FCPBGA
    -  Flip chip plastic {term}`BGA`
*   - Power BGA (TBGA, SBGA …)
    -  Tape {term}`BGA`{term}`BGA`, PBGA with heat sink, die top down pitch=1.27mm Super {term}`BGA`, PBGA with heat sink, die top down pitch=1.27mm
*   - MAPBGA
    -  Moulded Array Process Ball Grid
*   - QFN, aQFN, DFN, MLF, LLP, ODFN, WQFN, VQFN, X2QFN
    -  Quad flat no lead
*   - SON, USON, VSON, WSON, X2SON
    -  Small Outline No Lead
*   - TEPBGA
    -  Thermally Enhanced Plastic Ball Grid Array
*   - Other CSP
    -  Customized leadframe-based CSP
*   - Other CSP
    -  Flexible substrate-based CSP
*   - Other CSP
    -  Rigid substrate-based CSP
*   - Other CSP
    -  Micro CSP
*   - PSvfBGA
    -  Package Stackable Very Thin Fine Pitch {term}`BGA` (pop)
*   - PSfcCSP
    -  Package Stackable Flip Chip Chip Scale Package (pop)
*   - TMV, SV
    -  Through Mold Via (POP)
*   - WL-CSP, WLP, WLB, WCSP, DSBGA
    -  Wafer-level chip scale package
*   - WLCSP+
    -  Protected Wafer Level Chip Scale Package
*   - WLFO, eWLB
    -  Wafer Level Fan-Out
*   - CABGA, LBGA
    -  ChipArray {term}`BGA`
*   - CTBGA TFBGA
    -  Thin ChipArray {term}`BGA`
*   - CVBGA, VFBGA
    - Very thin ChipArray {term}`BGA`
```

<input type="text" class="myInput" id="myInput" onkeyup="searchTableJupyter(this, 'eee-table4-88')" placeholder="Search table...">

```{list-table} Families of packages for plastic SMD with leads.
:name: eee-table4-88
:header-rows: 1
:widths: 50 50

*   - Typical name
    - Description
*   - CERPACK
    - Ceramic Package 
*   - CQFP, Cerquad
    - Ceramic quad flatpack
*   - CI CGA
    -  Ceramic land GA + interposer, Ceramic column GA
*   - CCGA, CLGA
    -  Ceramic Column Grid Array
```

<input type="text" class="myInput" id="myInput" onkeyup="searchTableJupyter(this, 'eee-table4-89')" placeholder="Search table...">

```{list-table} Families of packages for plastic SMD with leads.
:name: eee-table4-89
:header-rows: 1
:widths: 50 50

*   - Typical name
    - Description
*   - FCBGA
    - Flip chip {term}`BGA`
*   - CBGA
    - Ceramic ball grid array
*   - J-CLCC
    -  J-lead Ceramic leaded chip carrier
*   - CLCC
    -  Ceramic leadless chip carrier
```

For specific or complex packages, the general model for Hybrids and Multi Chip Modules should be used.

For each stress $\lambda_{\text{ORH}}$, $\lambda_{\text{OTCyCase}}$, $\lambda_{\text{OTCySolderjoints}}$ and $\lambda_{\text{Mech}}$ corresponding to the stress due to humidity, thermal cycling, thermal cycling of solder joints and mechanical stress, the recommendation for the parameters *a* and *b* for estimating the reliability of packages is slightly different according to the number of leads of the components.

For components with 0 to 256 leads, the recommendation for the parameters *a* and *b* is the following:

<input type="text" class="myInput" id="myInput" onkeyup="searchTableJupyter(this, 'eee-table4-90')"
    placeholder="Search table...">

```{list-table} Parameters a and b for components with 0 to 256 leads.
:name: eee-table4-90

* - <table class="myTable" id="">
        <thead>
            <tr>
                <th rowspan="2"><strong>Family</strong></th>
                <th colspan="2"><strong>λ<sub>0RH</sub></strong></th>
                <th colspan="2"><strong>λ<sub>0TcyCase</sub></strong></th>
                <th colspan="2"><strong>λ<sub>0TcySolderjoints</sub></strong></th>
                <th colspan="2"><strong>λ<sub>0Mech</sub></strong></th>
            </tr>
            <tr>
                <th><strong>a</strong></th>
                <th><strong>b</strong></th>
                <th><strong>a</strong></th>
                <th><strong>b</strong></th>
                <th><strong>a</strong></th>
                <th><strong>b</strong></th>
                <th><strong>a</strong></th>
                <th><strong>b</strong></th>
            </tr>
        </thead>
        <tr>
            <td>Plastic PTH</td>
            <td>5.88</td>
            <td>0.94</td>
            <td>9.85</td>
            <td>1.35</td>
            <td>8.24</td>
            <td>1.35</td>
            <td>12.85</td>
            <td>1.35</td>
        </tr>
        <tr>
            <td>Ceramic PTH</td>
            <td>0.00</td>
            <td>0.00</td>
            <td>6.77</td>
            <td>1.35</td>
            <td>4.47</td>
            <td>1.35</td>
            <td>7.69</td>
            <td>1.35</td>
        </tr>
        <tr>
            <td>Plastic SMD with leads</td>
            <td>8.48</td>
            <td>1.47</td>
            <td>12.81</td>
            <td>1.92</td>
            <td>9.81</td>
            <td>1.92</td>
            <td>15.20</td>
            <td>1.92</td>
        </tr>
        <tr>
            <td>Plastic SMD without leads</td>
            <td>8.97</td>
            <td>1.14</td>
            <td>11.20</td>
            <td>1.21</td>
            <td>7.90</td>
            <td>1.14</td>
            <td>11.12</td>
            <td>1.21</td>
        </tr>
        <tr>
            <td>Ceramic SMD with leads</td>
            <td>0.00</td>
            <td>0.00</td>
            <td>12.41</td>
            <td>1.46</td>
            <td>10.80</td>
            <td>1.46</td>
            <td>14.02</td>
            <td>1.46</td>
        </tr>
        <tr>
            <td>Ceramic SMD without leads</td>
            <td>0.00</td>
            <td>0.00</td>
            <td>8.07</td>
            <td>0.93</td>
            <td>5.42</td>
            <td>0.93</td>
            <td>8.53</td>
            <td>0.93</td>
        </tr>
    </table>
```

For components with more than 256 leads, the recommendation for the parameters *a* and *b* is the following:

<input type="text" class="myInput" id="myInput" onkeyup="searchTableJupyter(this, 'eee-table4-91')"
    placeholder="Search table...">

```{list-table} Parameters a and b for components with more than 256 leads.
:name: eee-table4-91

* - <table class="myTable" id="">
        <thead>
            <tr>
                <th rowspan="2"><strong>Family</strong></th>
                <th colspan="2"><strong>λ<sub>0RH</sub></strong></th>
                <th colspan="2"><strong>λ<sub>0TcyCase</sub></strong></th>
                <th colspan="2"><strong>λ<sub>0TcySolderjoints</sub></strong></th>
                <th colspan="2"><strong>λ<sub>0Mech</sub></strong></th>
            </tr>
            <tr>
                <th><strong>a</strong></th>
                <th><strong>b</strong></th>
                <th><strong>a</strong></th>
                <th><strong>b</strong></th>
                <th><strong>a</strong></th>
                <th><strong>b</strong></th>
                <th><strong>a</strong></th>
                <th><strong>b</strong></th>
            </tr>
        </thead>
        <tr>
            <td>Ceramic PTH</td>
            <td>0.00</td>
            <td>0.00</td>
            <td>8.07</td>
            <td>0.93</td>
            <td>4.85</td>
            <td>0.93</td>
            <td>7.85</td>
            <td>0.93</td>
        </tr>
        <tr>
            <td>Plastic SMD with leads</td>
            <td>12.66</td>
            <td>2.08</td>
            <td>13.76</td>
            <td>1.71</td>
            <td>11.46</td>
            <td>1.71</td>
            <td>15.37</td>
            <td>1.71</td>
        </tr>
        <tr>
            <td>Plastic SMD without leads</td>
            <td>8.38</td>
            <td>1.20</td>
            <td>12.25</td>
            <td>1.32</td>
            <td>9.09</td>
            <td>1.32</td>
            <td>12.78</td>
            <td>1.32</td>
        </tr>
        <tr>
            <td>Ceramic SMD with leads</td>
            <td>0.00</td>
            <td>0.00</td>
            <td>12.09</td>
            <td>1.59</td>
            <td>12.28</td>
            <td>1.66</td>
            <td>12.11</td>
            <td>1.66</td>
        </tr>
        <tr>
            <td>Ceramic SMD without leads</td>
            <td>0.00</td>
            <td>0.00</td>
            <td>15.37</td>
            <td>1.87</td>
            <td>11.68</td>
            <td>1.87</td>
            <td>14.68</td>
            <td>1.87</td>
        </tr>
    </table>
```

```{admonition} Note
:class: note

In the 2021 issue of FIDES, some evolution concerning the inclusing of underfill has been added. Hence, In Note 4 p127 in the Integrated Circuits Section, it is indicated that in case of underfill, $\lambda_{\text{OTCySolderjoints}}$ and $\lambda_{\text{Mech}}$ should be divided by 3. This needs to be assessed before being recommended in the frame of this handbook.
```

**Physical stresses for the integrated circuits family, except ASIC components:**

````{admonition} Equation
:class: equation
```{math}
:label: Equation_1_106
\Pi_{\text{Thermal}} = exp\left\lbrack 11604 \cdot E_{a} \cdot \left( \frac{1}{293} - \frac{1}{{273 + T}_{board\_ ref} + \Delta T} \right) \right\rbrack
```
````

$E_{a}$ = 0.7eV;

All other parameters are issued from the mission profile.


````{admonition} Equation
:class: equation
```{math}
:label: Equation_1_107
\Pi_{\text{TcyCase}} = \left( \frac{{12 \cdot N}_{cy\_ phase}}{t_{\text{phase}}} \right) \cdot \left( \frac{\text{ΔT}_{\text{cycling}}}{20} \right)^{4} \cdot exp\left\lbrack 1414 \cdot \left( \frac{1}{313} - \frac{1}{{273 + T}_{max\_ cycling}} \right) \right\rbrack
```
````

````{admonition} Equation
:class: equation
```{math}
:label: Equation_1_108
\Pi_{\text{TcySolderjoints}} = \left( \frac{{12 \cdot N}_{cy\_ phase}}{t_{\text{phase}}} \right) \cdot \left( \frac{min(\theta_{\text{cy}},2)}{2} \right)^{\frac{1}{3}} \cdot \left( \frac{\text{ΔT}_{\text{cycling}}}{20} \right)^{1.9} \cdot exp\left\lbrack 1414 \cdot \left( \frac{1}{313} - \frac{1}{{273 + T}_{max\_ cycling}} \right) \right\rbrack
```
````


````{admonition} Equation
:class: equation
```{math}
:label: Equation_1_109
\Pi_{\text{Mechanical}} = \left( \frac{G_{\text{rms}}}{0.5} \right)^{1.5}
```
````


````{admonition} Equation
:class: equation
```{math}
:label: Equation_1_110
\Pi_{\text{RH}} = \left( \frac{\text{RH}_{board\_ ref}}{70} \right)^{4.4} \cdot \ exp\left\lbrack 11604 \cdot 0.9 \cdot \left( \frac{1}{293} - \frac{1}{{273 + T}_{board\_ ref} + \Delta T} \right) \right\rbrack
```
````

All other parameters are issued from the mission profile.

**Induced factor $\Pi_{\text{induced}}$**

The $\Pi_{\text{induced}}$ factor allows taking into account the influence of the mission profile as described in {numref}`eee_8_3_1`. Its formula is:

````{admonition} Equation
:class: equation
```{math}
:label: Equation_1_111
\Pi_{\text{induced}\_ i} = \left( \Pi_{\text{placement}\_ i} \cdot \Pi_{\text{application}\_ i} \cdot \Pi_{\text{ruggedising}} \right)^{0.511 \cdot ln(C_{\text{sensitivity}})}
```
````

> $\Pi_{placement}$

The Pi Placement depends on the function, there are 6 choices to choose as recalled here from Table XX:

<input type="text" class="myInput" id="myInput" onkeyup="searchTableJupyter(this, 'eee-table4-92')" placeholder="Search table...">

```{list-table} Recommendation for the definition of parameter $\Pi_{\text{placement}\_ i}$.
:name: eee-table4-92
:header-rows: 1
:widths: 70 30

*   - Description of the placement influence
    - $\Pi_{\text{placement}\_ i}$
*   - Digital non-interface function
    - 1.0
*   - Digital interface function
    - 1.6
*   - Analog low-level non-interface function (<1A)
    - 1.3
*   - Analog low-level interface function (<1A)
    - 2.0
*   - Analog power non-interface function (≥1A)
    - 1.6
*   - Analog power interface function (≥1A)
    - 2.5
```

> $\Pi_{\text{application}}$

$\Pi_{\text{application}}$ represents the influence of the type of application and the environment of the product containing the part. This factor varies depending on the phase of the profile.

It is evaluated through the questions presented in the following table and addressed in {numref}`eee_8_3_2_19`:

<input type="text" class="myInput" id="myInput" onkeyup="searchTableJupyter(this, 'eee_table4_93')"
    placeholder="Search table...">

```{list-table} Recommended parameters for $\Pi_{\text{application}\_ i}$ for the launch, time to reach orbit and in-orbit
:name: eee-table4-93

* - <table class="myTable" id="eee_table4_93">
        <thead>
            <th>
                <p><strong>Criterion</strong></p>
            </th>
            <th>
                <p><strong>Description</strong></p>
            </th>
            <th>
                <p><strong>Levels</strong></p>
            </th>
            <th>
                <p><strong>Examples and comments</strong></p>
            </th>
            <th>
                <p><strong>Weight</strong></p>
                <p><strong>POS</strong></p>
            </th>
        </thead>
        <tr>
            <td>
                <p>User type in the phase considered</p>
            </td>
            <td>
                <p>Represents the capability to respect procedures, facing operational constraints.</p>
            </td>
            <td>
                <p><strong>0: Favourable</strong></p>
                <p>1: Moderate</p>
                <p>2: Unfavourable</p>
            </td>
            <td>
                <p><strong>0: Industry</strong></p>
                <p>1: General public</p>
                <p>2: Military</p>
                <p>The most severe level must be adopted for military applications</p>
            </td>
            <td>
                <p>20</p>
            </td>
        </tr>
        <tr>
            <td>
                <p>User qualification level in the phase considered</p>
            </td>
            <td>
                <p>Represents the level of control of the user or the worker regarding an operational context</p>
            </td>
            <td>
                <p><strong>0: Favourable</strong></p>
                <p>1: Moderate</p>
                <p>2: Unfavourable</p>
            </td>
            <td>
                <p><strong>0: Highly qualified</strong></p>
                <p>1: Qualified</p>
                <p>2: Slightly qualified or with little experience</p>
                <p>In some phases, the user to be considered is the person who does the maintenance or servicing</p>
            </td>
            <td>
                <p>10</p>
            </td>
        </tr>
        <tr>
            <td>
                <p>System mobility</p>
            </td>
            <td>
                <p>Represents contingencies related to possibilities of the system being moved</p>
            </td>
            <td>
                <p><strong>0:Non aggressive</strong></p>
                <p>1: Moderate</p>
                <p>2: Severe</p>
            </td>
            <td>
                <p><strong>0: Few contingencies (fixed or stable environment)</strong></p>
                <p>1: Moderate contingencies</p>
                <p>2: Severe contingencies, large variability (automobile)</p>
            </td>
            <td>
                <p>4</p>
            </td>
        </tr>
        <tr>
            <td>
                <p>Product manipulation</p>
            </td>
            <td>
                <p>Represents the possibility of false manipulations, shocks, drops, etc .</p>
            </td>
            <td>
                <p><strong>0:Non aggressive</strong></p>
                <p>1: Moderate</p>
                <p>2: Severe</p>
            </td>
            <td>
                <p><strong>0: Not manipulated</strong></p>
                <p>1: Manipulation without displacement or disassembly</p>
                <p>2: Manipulation with displacement or disassembly</p>
                <p>The severe level should be adopted if maintenance on the product is possible in the phase
                    considered</p>
            </td>
            <td>
                <p>15</p>
            </td>
        </tr>
        <tr>
            <td>
                <p>Type of electrical network for the system</p>
            </td>
            <td>
                <p>Represents the level of electrical disturbance expected on power supplies, signals and electrical
                    lines: power on, switching, power supply, connection/disconnection</p>
            </td>
            <td>
                <p><strong>0:Non aggressive</strong></p>
                <p>1: Moderate</p>
                <p>2: Severe</p>
            </td>
            <td>
                <p><strong>0: Undisturbed network (dedicated regulated power supply)</strong></p>
                <p>1: Slightly disturbed network</p>
                <p>2: Network subject to disturbances (on board network)</p>
                <p>The network type is a system data but that can be broken down and related to specific products
                </p>
            </td>
            <td>
                <p>4</p>
            </td>
        </tr>
        <tr>
            <td>
                <p>Product exposure to human activity</p>
            </td>
            <td>
                <p>Represents exposure to contingencies related to human activity: shock, change in final use, etc.
                </p>
            </td>
            <td>
                <p><strong>0:Non aggressive</strong></p>
                <p>1: Moderate</p>
                <p>2: Severe</p>
            </td>
            <td>
                <p><strong>0: Uninhabitable zone</strong></p>
                <p>1: Possible activity in the product zone</p>
                <p>2: Normal activity in the product zone</p>
                <p>The product can be exposed to human activity even if it is not handled itself during normal use
                </p>
            </td>
            <td>
                <p>8</p>
            </td>
        </tr>
        <tr>
            <td>
                <p>Product exposure to machine disturbances</p>
            </td>
            <td>
                <p>Represents contingencies related to operation of machines, engines, actuators: shock,
                    overheating, electrical disturbances, pollutants, etc.</p>
            </td>
            <td>
                <p>0:Non aggressive</p>
                <p><strong>1: Moderate</strong></p>
                <p>2: Severe</p>
            </td>
            <td>
                <p>0: Null (telephone)</p>
                <p><strong>1: Indirect exposure (product in compartment)</strong></p>
                <p>2: Strong or direct exposure (product in engine area)</p>
            </td>
            <td>
                <p>3</p>
            </td>
        </tr>
        <tr>
            <td>
                <p>Product exposure to the weather</p>
            </td>
            <td>
                <p>Represents exposure to rain, hail, frost, sandstorm, lightning, dust</p>
            </td>
            <td>
                <p><strong>0:Non aggressive</strong></p>
                <p>1: Moderate</p>
                <p>2: Severe</p>
            </td>
            <td>
                <p><strong>0: Null (home)</strong></p>
                <p>1: Indirect exposure (compartment, station hall)</p>
                <p>2: Outdoors (automobile engine)</p>
            </td>
            <td>
                <p>2</p>
            </td>
        </tr>
    </table>
```

A mark is given for each level: 1 for level 0, 3.2 for level 1 and 10 for level 2. This mark is multiplied by the weight ($P_{os}$) and the sum of all the products is divided by 66. For the present application here, we consider $\Pi_{\text{application}}$ = 1.1, the value determined in the frame of an Airbus Defence & Space observation project, for all in flight phases.

```{admonition} Note
:class: note

In bold in the table are the levels considered for the space environment (orbit raising and orbit keeping). They represent the typical environment met in space for satellites, hence the figure can be used for all in flight phases for all projects provided they don't present a specific application; in that case, it has to be re-evaluated.
```

> $\Pi_{\text{ruggedising}}$

The ruggedising factor is determined through a 16 questions audit ensuring the evaluation of the procedures established to guarantee the safety and maintenance of the product and that the procedures are indeed applied. See {numref}`eee_8_3_2_17`.

> $C_{\text{sensitivity}}$

The induced factor $C_{\text{sensitivity}}$ presented in {numref}`eee_8_3_2_21` is provided in the following table:

```{list-table} Induced factor coefficient of sensitivity for integrated circuits.
:name: eee-table4-94
:header-rows: 1
:widths: 70 30

*   - Technologies
    - $C_{\text{sensitivity}}$
*   - Integrated circuits
    - 6.3
```

```{admonition} Note
:class: note

For the 2021 issue of FIDES, this value has been updated to 7.75, and for {term}`GaN` MMICs, the value of 6.9 has been proposed.
```

> **c) Component manufacturing factor $\Pi_{\text{PM}}$**

The Part\_Manufacturing factor presented in {numref}`eee_8_3_3` represents the quality of the component. This factor transcribes the confidence that can be attributed to the way the part has been manufactured, through factors quantifying the manufacturing process of the part, the tests ran and the confidence in the manufacturer.

Its high level formula is

````{admonition} Equation
:class: equation
```{math}
:label: eq_eee_fam_21
{\pi_{\text{PM}} = e}^{1.39*\left( 1 - Part_{\text{Grade}} \right) - 0.69}
```

with

```{math}
:label: eq_eee_fam_22
Part\_ Grade = \ \frac{\left( \text{QA}_{\text{manufacturer}} + \text{QA}_{\text{component}} + \text{RA}_{\text{component}} \right) \times \varepsilon}{36}
```
````

These parameters are determined through tables available in FIDES.

-  $\text{QA}_{\text{manufacturer}}$ is presented in {numref}`eee_8_3_3_2`

-   $\text{QA}_{\text{component}}$ is presented in {numref}`eee_8_3_3_3` and defined in {numref}`eee-table4-95`

-   $\text{RA}_{\text{component}}$ is presented in {numref}`eee_8_3_3_4`

-   $\epsilon$  is presented in {numref}`eee_8_3_3_7`

Component manufacturing factor $\pi_{\text{PM}}$ according to {numref}`eee_8_3_3` with component quality assurance levels $\text{QA}_{\text{component}}$ defined in the following tables:

<input type="text" class="myInput" id="myInput" onkeyup="searchTableJupyter(this, 'eee-table4-95')" placeholder="Search table...">

```{list-table} Recommendation for definition of parameter $\text{QA}_{\text{component}}$ for integrated circuits and ASICs.
:name: eee-table4-95
:header-rows: 1
:widths: 60 25 15

*   - Integrated circuits, ASICs: Component quality assurance level
    - Position relative to the state of the art
    - $\text{QA}_{\text{component}}$
*   - Qualification according to one of the following standards: AEC Q100, MIL-PRF-38535 class V/Y, MIL-PRF-38510 class S, ESCC 90xx, NASDA-QTS-xxxx classe I, NPSL NASA level 1
    - Higher
    - 3
*   - Qualification according to one of the following standards: MIL-PRF-38535 class Q, MIL-PRF-38535 class M, MIL-PRF-38535 class N, MIL-PRF-38510 class B, NASDA-QTSxxxx class II, NPSL NASA levels 2 and 3
    - Equivalent
    - 2
*   - Qualification program internal to the manufacturer and unidentified manufacturing sites
    - Lower
    - 1
*   - No information
    - Much
    - 0
```

> **d) Determination of the $\Pi_{\text{Process}}$ factor**

The $\Pi_{\text{Process}}$ factor is determined according to the formula presented in {numref}`eee_8_3_2_3`.

(eee_8_3_5_8_2)=
### ASIC (40, 41 and 42 families)

**General model for the ASIC components:**

````{admonition} Equation
:class: equation
```{math}
:label: Equation_1_112
\lambda = \lambda_{\text{Physical}} \cdot \Pi_{\text{PM}} \cdot \Pi_{\text{Process}} \cdot \Pi_{\text{ProcessASIC}}
```
-   $\lambda_{\text{Physical}}$ the physical contribution for each component,

-   $\Pi_{\text{PM}}$ the quality and technical control over manufacturing of the item,

-   $\Pi_{\text{Process}}$ the quality and technical control over the development, manufacturing and use process for the product containing the item,
-   $\Pi_{\text{ProcessASIC}}$ the quality and technical control over the development of ASICs, as defined in 0
````

With process factor $\Pi_{\text{Process}}$ according to {numref}`eee_8_3_2_1` and ASIC process factor $\Pi_{\text{ProcessASIC}}$ according to {numref}`eee_8_3_2_6`.

All this being based on a mission profile to be defined for the whole unit.

> **a) Mission profile**

In order to model the reliability for each component of a unit, it is necessary to define the mission profile corresponding to the unit under consideration. See {numref}`eee_8_3_1` for details.

> **b) Calculation of $\lambda_{\text{Physical}}$**

````{admonition} Equation
:class: equation
```{math}
:label: Equation_1_113
\lambda_{\text{Physical}} = \sum_{i}^{\text{Phases}}{\frac{\left( t_{\text{phase}} \right)_{i}}{t_{\text{total}}} \cdot \begin{pmatrix} 
  {\lambda_{\text{OTH}} \cdot \Pi}_{\text{Thermal}} \\                                                                                        
  {+ \lambda_{\text{OTCyCase}} \cdot \Pi}_{\text{TCyCase}} \\                                                                                 
  \begin{matrix}                                                                                                                                
  {+ \lambda_{\text{OTCySolderjoints}} \cdot \Pi}_{\text{TCySolderjoints}} \\                                                                 
  {+ \lambda_{\text{ORH}} \cdot \Pi}_{\text{RH}} \\                                                                                           
   + \lambda_{\text{OMech}} \cdot \Pi_{\text{Mech}} \\                                                                                        
  \end{matrix} \\                                                                                                                               
  \end{pmatrix}_{i}} \cdot \left( \Pi_{\text{induced}} \right)_{i}
```
````

$\lambda_{\text{OTH}}$ is a fixed value given in the following table, depending on the type of components.

A specific value for the basic failure rate $\lambda_{\text{OTH}}$ is provided for ASICs, depending on the type of components.

<input type="text" class="myInput" id="myInput" onkeyup="searchTableJupyter(this, 'eee_table4_96')" placeholder="Search table...">

```{list-table} Basic failure rates $\lambda_{\text{OTH}}$ for ASICs.
:name: eee-table4-96

*   - <table class="myTable" id="eee_table4_96">
        <thead>
            <tr>
                <th><strong>Type</strong></th>
                <th><strong>Type of ASIC function</strong></th>
                <th><strong>Groups</strong></th>
                <th><em><strong>λ<sub>0TH</sub></strong></em></th>
            </tr>
        </thead>
        <tr>
            <td rowspan="3">MOS silicon</td>
            <td>Digital ASIC, simple function</td>
            <td rowspan="2">40</td>
            <td>0.021</td>
        </tr>
        <tr>
            <td>Digital ASIC, complex function (with IP and/or µP core)</td>
            <td>0.075</td>
        </tr>
        <tr>
            <td>Analog, mixed ASIC</td>
            <td>41</td>
            <td>0.075</td>
        </tr>
        <tr>
            <td rowspan="2">Bipole silicon, BiCMOS</td>
            <td>Digital ASIC</td>
            <td>40</td>
            <td>0.123</td>
        </tr>
        <tr>
            <td>Mixed, analog ASIC</td>
            <td>42</td>
            <td>0.021</td>
        </tr>
        </table>
```

The basic failure rates $\lambda_{\text{ORH}}$, $\lambda_{\text{OTCyCase}}$, $\lambda_{\text{OTCySolderjoints}}$ and $\lambda_{\text{Mech}}$ are calculated through two constants *a* and *b* considering the type of package and the number of pins. The formula to apply is:

````{admonition} Equation
:class: equation
```{math}
:label: Equation_1_114
\lambda_{0_{\text{constraint}}} = exp\left( - a \right) \cdot {N_{p}}^{b}
```
````

All packages have been split into the following six categories:

-   Plastic PTH;

-   Ceramic PTH;

-   Plastic SMD with leads;

-   Plastic SMD without leads;

-   Ceramic SMD with leads;

-   Ceramic SMD without leads.

<input type="text" class="myInput" id="myInput" onkeyup="searchTableJupyter(this, 'eee-table4-97')" placeholder="Search table...">

```{list-table} Families of packages for plastic PTH.
:name: eee-table4-97
:header-rows: 1
:widths: 50 50

*   - Typical name
    - Description
*   - SDIP
    - Skinny Dual In Line Package
*   - ZIP
    - Zig-zag In Line Package
*   - QIP
    - Quadruple In Line Package
*   - PGA
    - Pin grid array
*   - SIP, SIPP
    - Single In Line Package
```

<input type="text" class="myInput" id="myInput" onkeyup="searchTableJupyter(this, 'eee-table4-98')" placeholder="Search table...">

```{list-table} Families of packages for ceramic PTH.
:name: eee-table4-98
:header-rows: 1
:widths: 50 50

*   - Typical name
    - Description
*   - {term}`CERDIP`, CDIP, sidebraze
    - Ceramic dual in line package
*   - {term}`CPGA`
    - Ceramic pin grid array
*   - PDIP, TO116
    - Plastic dual in line package
```

<input type="text" class="myInput" id="myInput" onkeyup="searchTableJupyter(this, 'eee-table4-99')" placeholder="Search table...">

```{list-table} Families of packages for plastic SMD with leads.
:name: eee-table4-99
:header-rows: 1
:widths: 50 50

*   - Typical name
    - Description
*   - PQFP
    - Plastic quad flatpack, L lead
*   - SQFP, TQFP, VQFP, LQFP, HLQFP
    - Plastic shrink quad flatpack, L lead Plastic thin quad flatpack, L lead
*   - Power QFP (RQFP, HQFP, PowerQuad, EdQuad…)
    -  Plastic quad flatpack with heat shink, L lead
*   - BQFP
    -  Bumpered quad flatpack, L lead
*   - BQFPH
    -  Bumpered quad flatpack with heat spreader, L lead
*   - PLCC
    -  Plastic leaded chip carrier, J lead
*   - SOJ
    -  Plastic small outlines, J-lead
*   - SO, SOP, SOL, SOIC, SOW
    -  Plastic small outlines, L lead
*   - TSOP I
    -  Thin small outlines, leads on small edges, L lead
*   - TSOP II
    -  Thin small outlines, leads on long edges, L lead
*   - SSOP, VSOP, QSOP, VSSOP
    -  Plastic shrink (pitch) small outlines, L lead
*   - TSSOP, MSOP, µSOP, µMAX, TVSOP
    -  Thin shrink small outlines, L lead
*   - HSSOP, HVSSOP, HTSSOP
    -  Thermally Enhanced SSOP
*   - ePad, TSSOP, MSOP, SOIC, SSOP, PSOP
    -  exposed TSSOP/MSOP/SOIC/SSOP
*   - CGA, LGA
    -  Column Grid Array
*   - HSOP
    - Heat Sink Enhanced SOP
```

<input type="text" class="myInput" id="myInput" onkeyup="searchTableJupyter(this, 'eee-table4-100')" placeholder="Search table...">

```{list-table} Families of packages for plastic SMD with leads.
:name: eee-table4-100
:header-rows: 1
:widths: 50 50

*   - Typical name
    - Description
*   - PBGA WLP 0.3mm
    - Plastic ball grid array with solder ball pitch = 0.30 mm
*   - PBGA CSP BT 0.8 et 0.75mm
    - Plastic ball grid array with solder ball pitch = 0.8 et 0.75 mm
*   - PBGA flex 0.8mm
    -  Plastic ball grid array with solder ball pitch = 0.8
*   - PBGA BT 1.00mm
    -  Plastic ball grid array with solder ball pitch = 1.00 mm
*   - PBGA 1.27mm
    -  Plastic ball grid array with solder ball pitch = 1.27 mm
*   - PBGA 1.5mm
    -  Plastic ball grid array with solder ball pitch = 1.5 mm
*   - FPBGA
    -  Fine pitch {term}`BGA`
*   - FCPBGA
    -  Flip chip plastic {term}`BGA`
*   - Power {term}`BGA` (TBGA, SBGA …)
    -  Tape {term}`BGA`, PBGA with heat sink, die top down pitch=1.27mm Super {term}`BGA`, PBGA with heat sink, die top down pitch=1.27mm
*   - MAPBGA
    -  Moulded Array Process Ball Grid
*   - QFN, aQFN, DFN, MLF, LLP, ODFN, WQFN, VQFN, X2QFN
    -  Quad flat no lead
*   - SON, USON, VSON, WSON, X2SON
    -  Small Outline No Lead
*   - TEPBGA
    -  Thermally Enhanced Plastic Ball Grid Array
*   - Other CSP
    -  Customized leadframe-based CSP
*   - Other CSP
    -  Flexible substrate-based CSP
*   - Other CSP
    -  Rigid substrate-based CSP
*   - Other CSP
    -  Micro CSP
*   - PSvfBGA
    -  Package Stackable Very Thin Fine Pitch {term}`BGA` (pop)
*   - PSfcCSP
    -  Package Stackable Flip Chip Chip Scale Package (pop)
*   - TMV, SV
    -  Through Mold Via (POP)
*   - WL-CSP, WLP, WLB, WCSP, DSBGA
    -  Wafer-level chip scale package
*   - WLCSP+
    -  Protected Wafer Level Chip Scale Package
*   - WLFO, eWLB
    -  Wafer Level Fan-Out
*   - CABGA, LBGA
    -  ChipArray {term}`BGA`
*   - CTBGA TFBGA
    -  Thin ChipArray {term}`BGA`
*   - CVBGA, VFBGA
    - Very thin ChipArray {term}`BGA`
```

<input type="text" class="myInput" id="myInput" onkeyup="searchTableJupyter(this, 'eee-table4-101')" placeholder="Search table...">

```{list-table} Families of packages for plastic SMD with leads.
:name: eee-table4-101
:header-rows: 1
:widths: 50 50

*   - Typical name
    - Description
*   - CERPACK
    - Ceramic Package 
*   - CQFP, Cerquad
    - Ceramic quad flatpack
*   - CI CGA
    -  Ceramic land GA + interposer, Ceramic column GA
*   - CCGA, CLGA
    -  Ceramic Column Grid Array
```

<input type="text" class="myInput" id="myInput" onkeyup="searchTableJupyter(this, 'eee-table4-102')" placeholder="Search table...">

```{list-table} Families of packages for plastic SMD with leads.
:name: eee-table4-102
:header-rows: 1
:widths: 50 50

*   - Typical name
    - Description
*   - FCBGA
    - Flip chip BGA
*   - CBGA
    - Ceramic ball grid array
*   - J-CLCC
    -  J-lead Ceramic leaded chip carrier
*   - CLCC
    -  Ceramic leadless chip carrier
```

For specific or complex packages, the general model for Hybrids and Multi Chip Modules should be used.

For each stress $\lambda_{\text{ORH}}$, $\lambda_{\text{OTCyCase}}$, $\lambda_{\text{OTCySolderjoints}}$ and $\lambda_{\text{Mech}}$ corresponding to the stress due to humidity, thermal cycling, thermal cycling of solder joints and mechanical stress, the recommendation for the parameters *a* and *b* for estimating the reliability of packages is slightly different according to the number of leads of the components.

For components with 0 to 256 leads, the recommendation for the parameters *a* and *b* is the following:

<input type="text" class="myInput" id="myInput" onkeyup="searchTableJupyter(this, 'eee_table4_103')"
    placeholder="Search table...">

```{list-table} Parameters a and b for components with 0 to 256 leads.
:name: eee-table4-103

* - <table class="myTable" id="eee_table4_103">
        <thead>
            <tr>
                <th rowspan="2"><strong>Family</strong></th>
                <th colspan="2"><strong>λ<sub>0RH</sub></strong></th>
                <th colspan="2"><strong>λ<sub>0TcyCase</sub></strong></th>
                <th colspan="2"><strong>λ<sub>0TcySolderjoints</sub></strong></th>
                <th colspan="2"><strong>λ<sub>0Mech</sub></strong></th>
            </tr>
            <tr>
                <th><strong>a</strong></th>
                <th><strong>b</strong></th>
                <th><strong>a</strong></th>
                <th><strong>b</strong></th>
                <th><strong>a</strong></th>
                <th><strong>b</strong></th>
                <th><strong>a</strong></th>
                <th><strong>b</strong></th>
            </tr>
        </thead>
        <tr>
            <td>Plastic PTH</td>
            <td>5.88</td>
            <td>0.94</td>
            <td>9.85</td>
            <td>1.35</td>
            <td>8.24</td>
            <td>1.35</td>
            <td>12.85</td>
            <td>1.35</td>
        </tr>
        <tr>
            <td>Ceramic PTH</td>
            <td>0.00</td>
            <td>0.00</td>
            <td>6.77</td>
            <td>1.35</td>
            <td>4.47</td>
            <td>1.35</td>
            <td>7.69</td>
            <td>1.35</td>
        </tr>
        <tr>
            <td>Plastic SMD with leads</td>
            <td>8.48</td>
            <td>1.47</td>
            <td>12.81</td>
            <td>1.92</td>
            <td>9.81</td>
            <td>1.92</td>
            <td>15.20</td>
            <td>1.92</td>
        </tr>
        <tr>
            <td>Plastic SMD without leads</td>
            <td>8.97</td>
            <td>1.14</td>
            <td>11.20</td>
            <td>1.21</td>
            <td>7.90</td>
            <td>1.14</td>
            <td>11.12</td>
            <td>1.21</td>
        </tr>
        <tr>
            <td>Ceramic SMD with leads</td>
            <td>0.00</td>
            <td>0.00</td>
            <td>12.41</td>
            <td>1.46</td>
            <td>10.80</td>
            <td>1.46</td>
            <td>14.02</td>
            <td>1.46</td>
        </tr>
        <tr>
            <td>Ceramic SMD without leads</td>
            <td>0.00</td>
            <td>0.00</td>
            <td>8.07</td>
            <td>0.93</td>
            <td>5.42</td>
            <td>0.93</td>
            <td>8.53</td>
            <td>0.93</td>
        </tr>
    </table>
```

For components with more than 256 leads, the recommendation for the parameters *a* and *b* is the following:

<input type="text" class="myInput" id="myInput" onkeyup="searchTableJupyter(this, 'eee_table4_104')"
    placeholder="Search table...">

```{list-table} Parameters a and b for components with more than 256 leads.
:name: eee-table4-104

* - <table class="myTable" id="eee_table4_104">
        <thead>
            <tr>
                <th rowspan="2"><strong>Family</strong></th>
                <th colspan="2"><strong>λ<sub>0RH</sub></strong></th>
                <th colspan="2"><strong>λ<sub>0TcyCase</sub></strong></th>
                <th colspan="2"><strong>λ<sub>0TcySolderjoints</sub></strong></th>
                <th colspan="2"><strong>λ<sub>0Mech</sub></strong></th>
            </tr>
            <tr>
                <th><strong>a</strong></th>
                <th><strong>b</strong></th>
                <th><strong>a</strong></th>
                <th><strong>b</strong></th>
                <th><strong>a</strong></th>
                <th><strong>b</strong></th>
                <th><strong>a</strong></th>
                <th><strong>b</strong></th>
            </tr>
        </thead>
        <tr>
            <td>Ceramic PTH</td>
            <td>0.00</td>
            <td>0.00</td>
            <td>8.07</td>
            <td>0.93</td>
            <td>4.85</td>
            <td>0.93</td>
            <td>7.85</td>
            <td>0.93</td>
        </tr>
        <tr>
            <td>Plastic SMD with leads</td>
            <td>12.66</td>
            <td>2.08</td>
            <td>13.76</td>
            <td>1.71</td>
            <td>11.46</td>
            <td>1.71</td>
            <td>15.37</td>
            <td>1.71</td>
        </tr>
        <tr>
            <td>Plastic SMD without leads</td>
            <td>8.38</td>
            <td>1.20</td>
            <td>12.25</td>
            <td>1.32</td>
            <td>9.09</td>
            <td>1.32</td>
            <td>12.78</td>
            <td>1.32</td>
        </tr>
        <tr>
            <td>Ceramic SMD with leads</td>
            <td>0.00</td>
            <td>0.00</td>
            <td>12.09</td>
            <td>1.59</td>
            <td>12.28</td>
            <td>1.66</td>
            <td>12.11</td>
            <td>1.66</td>
        </tr>
        <tr>
            <td>Ceramic SMD without leads</td>
            <td>0.00</td>
            <td>0.00</td>
            <td>15.37</td>
            <td>1.87</td>
            <td>11.68</td>
            <td>1.87</td>
            <td>14.68</td>
            <td>1.87</td>
        </tr>
    </table>
```

```{admonition} Note
:class: note

In the 2021 issue of FIDES, some evolution concerning the inclusing of underfill has been added. Hence, In Note 4 p127 in the Integrated Circuits section, it is indicated that in case of underfill, $\lambda_{\text{OTCySolderjoints}}$ and $\lambda_{\text{Mech}}$ should be divided by 3. This needs to be assessed before being recommended in the frame of this handbook.
```

**Physical stresses for the integrated circuits family, ASIC components:**

````{admonition} Equation
:class: equation
```{math}
:label: Equation_1_115
\Pi_{\text{Thermal}} = exp\left\lbrack 11604 \cdot E_{a} \cdot \left( \frac{1}{293} - \frac{1}{{273 + T}_{board\_ ref} + \Delta T} \right) \right\rbrack
```
````

$E_{a}$ = 0.7eV;

All other parameters are issued from the mission profile.


````{admonition} Equation
:class: equation
```{math}
:label: Equation_1_116
\Pi_{\text{TcyCase}} = \left( \frac{{12 \cdot N}_{cy\_ phase}}{t_{\text{phase}}} \right) \cdot \left( \frac{\text{ΔT}_{\text{cycling}}}{20} \right)^{4} \cdot exp\left\lbrack 1414 \cdot \left( \frac{1}{313} - \frac{1}{{273 + T}_{max\_ cycling}} \right) \right\rbrack
```
````

````{admonition} Equation
:class: equation
```{math}
:label: Equation_1_117
\Pi_{\text{TcySolderjoints}} = \left( \frac{{12 \cdot N}_{cy\_ phase}}{t_{\text{phase}}} \right) \cdot \left( \frac{min(\theta_{\text{cy}},2)}{2} \right)^{\frac{1}{3}} \cdot \left( \frac{\text{ΔT}_{\text{cycling}}}{20} \right)^{1.9} \cdot exp\left\lbrack 1414 \cdot \left( \frac{1}{313} - \frac{1}{{273 + T}_{max\_ cycling}} \right) \right\rbrack
```
````


````{admonition} Equation
:class: equation
```{math}
:label: Equation_1_118
\Pi_{\text{Mechanical}} = \left( \frac{G_{\text{rms}}}{0.5} \right)^{1.5}
```
````


````{admonition} Equation
:class: equation
```{math}
:label: Equation_1_119
\Pi_{\text{RH}} = \left( \frac{\text{RH}_{board\_ ref}}{70} \right)^{4.4} \cdot \ exp\left\lbrack 11604 \cdot 0.9 \cdot \left( \frac{1}{293} - \frac{1}{{273 + T}_{board\_ ref} + \Delta T} \right) \right\rbrack
```
````

All other parameters are issued from the mission profile.

**Induced factor $\Pi_{\text{induced}}$**

The $\Pi_{\text{induced}}$ factor allows taking into account the influence of the mission profile as described in {numref}`eee_8_3_1`. Its formula is:

````{admonition} Equation
:class: equation
```{math}
:label: Equation_1_120
\Pi_{\text{induced}\_ i} = \left( \Pi_{\text{placement}\_ i} \cdot \Pi_{\text{application}\_ i} \cdot \Pi_{\text{ruggedising}} \right)^{0.511 \cdot ln(C_{\text{sensitivity}})}
```
````

> $\Pi_{placement}$

The Pi Placement depends on the function, there are 6 choices to choose as recalled here from Table XX:

<input type="text" class="myInput" id="myInput" onkeyup="searchTableJupyter(this, 'eee-table4-105')" placeholder="Search table...">

```{list-table} Recommendation for the definition of parameter $\Pi_{\text{placement}\_ i}$.
:name: eee-table4-105
:header-rows: 1
:widths: 70 30

*   - Description of the placement influence
    - $\Pi_{\text{placement}\_ i}$
*   - Digital non-interface function
    - 1.0
*   - Digital interface function
    - 1.6
*   - Analog low-level non-interface function (<1A)
    - 1.3
*   - Analog low-level interface function (<1A)
    - 2.0
*   - Analog power non-interface function (≥1A)
    - 1.6
*   - Analog power interface function (≥1A)
    - 2.5
```

> $\Pi_{\text{application}}$

$\Pi_{\text{application}}$ represents the influence of the type of application and the environment of the product containing the part. This factor varies depending on the phase of the profile.

It is evaluated through the questions presented in the following table and addressed in {numref}`eee_8_3_2_19`:

<input type="text" class="myInput" id="myInput" onkeyup="searchTableJupyter(this, 'eee_table4_106')"
    placeholder="Search table...">

```{list-table} Recommended parameters for $\Pi_{\text{application}\_ i}$ for the launch, time to reach orbit and in-orbit
:name: eee-table4-106

* - <table class="myTable" id="eee_table4_106">
        <thead>
            <th>
                <p><strong>Criterion</strong></p>
            </th>
            <th>
                <p><strong>Description</strong></p>
            </th>
            <th>
                <p><strong>Levels</strong></p>
            </th>
            <th>
                <p><strong>Examples and comments</strong></p>
            </th>
            <th>
                <p><strong>Weight</strong></p>
                <p><strong>POS</strong></p>
            </th>
        </thead>
        <tr>
            <td>
                <p>User type in the phase considered</p>
            </td>
            <td>
                <p>Represents the capability to respect procedures, facing operational constraints.</p>
            </td>
            <td>
                <p><strong>0: Favourable</strong></p>
                <p>1: Moderate</p>
                <p>2: Unfavourable</p>
            </td>
            <td>
                <p><strong>0: Industry</strong></p>
                <p>1: General public</p>
                <p>2: Military</p>
                <p>The most severe level must be adopted for military applications</p>
            </td>
            <td>
                <p>20</p>
            </td>
        </tr>
        <tr>
            <td>
                <p>User qualification level in the phase considered</p>
            </td>
            <td>
                <p>Represents the level of control of the user or the worker regarding an operational context</p>
            </td>
            <td>
                <p><strong>0: Favourable</strong></p>
                <p>1: Moderate</p>
                <p>2: Unfavourable</p>
            </td>
            <td>
                <p><strong>0: Highly qualified</strong></p>
                <p>1: Qualified</p>
                <p>2: Slightly qualified or with little experience</p>
                <p>In some phases, the user to be considered is the person who does the maintenance or servicing</p>
            </td>
            <td>
                <p>10</p>
            </td>
        </tr>
        <tr>
            <td>
                <p>System mobility</p>
            </td>
            <td>
                <p>Represents contingencies related to possibilities of the system being moved</p>
            </td>
            <td>
                <p><strong>0:Non aggressive</strong></p>
                <p>1: Moderate</p>
                <p>2: Severe</p>
            </td>
            <td>
                <p><strong>0: Few contingencies (fixed or stable environment)</strong></p>
                <p>1: Moderate contingencies</p>
                <p>2: Severe contingencies, large variability (automobile)</p>
            </td>
            <td>
                <p>4</p>
            </td>
        </tr>
        <tr>
            <td>
                <p>Product manipulation</p>
            </td>
            <td>
                <p>Represents the possibility of false manipulations, shocks, drops, etc .</p>
            </td>
            <td>
                <p><strong>0:Non aggressive</strong></p>
                <p>1: Moderate</p>
                <p>2: Severe</p>
            </td>
            <td>
                <p><strong>0: Not manipulated</strong></p>
                <p>1: Manipulation without displacement or disassembly</p>
                <p>2: Manipulation with displacement or disassembly</p>
                <p>The severe level should be adopted if maintenance on the product is possible in the phase
                    considered</p>
            </td>
            <td>
                <p>15</p>
            </td>
        </tr>
        <tr>
            <td>
                <p>Type of electrical network for the system</p>
            </td>
            <td>
                <p>Represents the level of electrical disturbance expected on power supplies, signals and electrical
                    lines: power on, switching, power supply, connection/disconnection</p>
            </td>
            <td>
                <p><strong>0:Non aggressive</strong></p>
                <p>1: Moderate</p>
                <p>2: Severe</p>
            </td>
            <td>
                <p><strong>0: Undisturbed network (dedicated regulated power supply)</strong></p>
                <p>1: Slightly disturbed network</p>
                <p>2: Network subject to disturbances (on board network)</p>
                <p>The network type is a system data but that can be broken down and related to specific products
                </p>
            </td>
            <td>
                <p>4</p>
            </td>
        </tr>
        <tr>
            <td>
                <p>Product exposure to human activity</p>
            </td>
            <td>
                <p>Represents exposure to contingencies related to human activity: shock, change in final use, etc.
                </p>
            </td>
            <td>
                <p><strong>0:Non aggressive</strong></p>
                <p>1: Moderate</p>
                <p>2: Severe</p>
            </td>
            <td>
                <p><strong>0: Uninhabitable zone</strong></p>
                <p>1: Possible activity in the product zone</p>
                <p>2: Normal activity in the product zone</p>
                <p>The product can be exposed to human activity even if it is not handled itself during normal use
                </p>
            </td>
            <td>
                <p>8</p>
            </td>
        </tr>
        <tr>
            <td>
                <p>Product exposure to machine disturbances</p>
            </td>
            <td>
                <p>Represents contingencies related to operation of machines, engines, actuators: shock,
                    overheating, electrical disturbances, pollutants, etc.</p>
            </td>
            <td>
                <p>0:Non aggressive</p>
                <p><strong>1: Moderate</strong></p>
                <p>2: Severe</p>
            </td>
            <td>
                <p>0: Null (telephone)</p>
                <p><strong>1: Indirect exposure (product in compartment)</strong></p>
                <p>2: Strong or direct exposure (product in engine area)</p>
            </td>
            <td>
                <p>3</p>
            </td>
        </tr>
        <tr>
            <td>
                <p>Product exposure to the weather</p>
            </td>
            <td>
                <p>Represents exposure to rain, hail, frost, sandstorm, lightning, dust</p>
            </td>
            <td>
                <p><strong>0:Non aggressive</strong></p>
                <p>1: Moderate</p>
                <p>2: Severe</p>
            </td>
            <td>
                <p><strong>0: Null (home)</strong></p>
                <p>1: Indirect exposure (compartment, station hall)</p>
                <p>2: Outdoors (automobile engine)</p>
            </td>
            <td>
                <p>2</p>
            </td>
        </tr>
    </table>
```

A mark is given for each level: 1 for level 0, 3.2 for level 1 and 10 for level 2. This mark is multiplied by the weight ($P_{os}$) and the sum of all the products is divided by 66. For the present application here, we consider $\Pi_{\text{application}}$ = 1.1, the value determined in the frame of an Airbus Defence & Space observation project, for all in flight phases.

```{admonition} Note
:class: note

In bold in the table are the levels considered for the space environment (orbit raising and orbit keeping). They represent the typical environment met in space for satellites, hence the figure can be used for all in flight phases for all projects provided they don't present a specific application; in that case, it has to be re-evaluated.
```

> $\Pi_{\text{ruggedising}}$

The ruggedising factor is determined through a 16 questions audit ensuring the evaluation of the procedures established to guarantee the safety and maintenance of the product and that the procedures are indeed applied. See {numref}`eee_8_3_2_17`.

> $C_{\text{sensitivity}}$

The induced factor $C_{\text{sensitivity}}$ presented in {numref}`eee_8_3_2_21` is provided in the following table:

```{list-table} nduced factor coefficient of sensitivity for integrated circuits.
:name: eee-table4-107
:header-rows: 1
:widths: 70 30

*   - Technologies
    - $C_{\text{sensitivity}}$
*   - Integrated circuits
    - 6.3
```

```{admonition} Note
:class: note

For the 2021 issue of FIDES, this value has been updated to 7.75.
```

> **c) Component manufacturing factor $\Pi_{\text{PM}}$**

The Part\_Manufacturing factor presented in {numref}`eee_8_3_3` represents the quality of the component. This factor transcribes the confidence that can be attributed to the way the part has been manufactured, through factors quantifying the manufacturing process of the part, the tests ran and the confidence in the manufacturer.

Its high level formula is

````{admonition} Equation
:class: equation
```{math}
:label: eq_eee_fam_23
{\pi_{\text{PM}} = e}^{1.39*\left( 1 - Part_{\text{Grade}} \right) - 0.69}
```

with

```{math}
:label: eq_eee_fam_24
Part\_ Grade = \ \frac{\left( \text{QA}_{\text{manufacturer}} + \text{QA}_{\text{component}} + \text{RA}_{\text{component}} \right) \times \varepsilon}{36}
```
````

These parameters are determined through tables available in FIDES.

-  $\text{QA}_{\text{manufacturer}}$ is presented in {numref}`eee_8_3_3_2`

-   $\text{QA}_{\text{component}}$ is presented in {numref}`eee_8_3_3_3` and defined in {numref}`eee-table4-108`

-   $\text{RA}_{\text{component}}$ is presented in {numref}`eee_8_3_3_4`

-   $\epsilon$  is presented in {numref}`eee_8_3_3_7`

Component manufacturing factor $\pi_{\text{PM}}$ according to {numref}`eee_8_3_3` with component quality assurance levels $\text{QA}_{\text{component}}$ defined in the following tables:

<input type="text" class="myInput" id="myInput" onkeyup="searchTableJupyter(this, 'eee-table4-108')" placeholder="Search table...">

```{list-table} Recommendation for definition of parameter $\text{QA}_{\text{component}}$ for integrated circuits and ASICs.
:name: eee-table4-108
:header-rows: 1
:widths: 60 25 15

*   - Integrated circuits, ASICs: Component quality assurance level
    - Position relative to the state of the art
    - $\text{QA}_{\text{component}}$
*   - Qualification according to one of the following standards: AEC Q100, MIL-PRF-38535 class V/Y, MIL-PRF-38510 class S, ESCC 90xx, NASDA-QTS-xxxx classe I, NPSL NASA level 1
    - Higher
    - 3
*   - Qualification according to one of the following standards: MIL-PRF-38535 class Q, MIL-PRF-38535 class M, MIL-PRF-38535 class N, MIL-PRF-38510 class B, NASDA-QTSxxxx class II, NPSL NASA levels 2 and 3
    - Equivalent
    - 2
*   - Qualification program internal to the manufacturer and unidentified manufacturing sites
    - Lower
    - 1
*   - No information
    - Much
    - 0
```

> **d) Determination of the $\Pi_{\text{Process}}$ factor**

The $\Pi_{\text{Process}}$ factor is determined according to the formula presented in {numref}`eee_8_3_2_3`.

(eee_8_3_5_8_3)=
### Integrated Circuits (others)

**General model for the integrated circuits family, except ASIC and HF/RF components:**

````{admonition} Equation
:class: equation
```{math}
:label: Equation_1_121
\lambda = \lambda_{\text{Physical}} \cdot \Pi_{\text{PM}} \cdot \Pi_{\text{Process}} \cdot \Pi_{\text{LF}}
```
-   $\lambda_{\text{Physical}}$ the physical contribution for each component,

-   $\Pi_{\text{PM}}$ the quality and technical control over manufacturing of the item,

-   $\Pi_{\text{Process}}$ the quality and technical control over the development, manufacturing and use process for the product containing the item,
-   $\Pi_{\text{LF}}$ the factor representing the process to become lead-free if it has to be considered. For Space applications, it is equal to 1 (see {numref}`eee_8_3`).
````

With process factor $\Pi_{\text{Process}}$ according to {numref}`eee_8_3_2_1`.

All this being based on a mission profile to be defined for the whole unit.

> **a) Mission profile**

In order to model the reliability for each component of a unit, it is necessary to define the mission profile corresponding to the unit under consideration. See {numref}`eee_8_3_1` for details.

> **b) Calculation of $\lambda_{\text{Physical}}$**

````{admonition} Equation
:class: equation
```{math}
:label: Equation_1_122
\lambda_{\text{Physical}} = \sum_{i}^{\text{Phases}}{\frac{\left( t_{\text{phase}} \right)_{i}}{t_{\text{total}}} \cdot \begin{pmatrix}
  {\lambda_{\text{OTH}} \cdot \Pi}_{\text{Thermal}} \\                                                                                        
  {+ \lambda_{\text{OTCyCase}} \cdot \Pi}_{\text{TCyCase}} \\                                                                                 
  \begin{matrix}                                                                                                                                
  {+ \lambda_{\text{OTCySolderjoints}} \cdot \Pi}_{\text{TCySolderjoints}} \\                                                                 
  {+ \lambda_{\text{ORH}} \cdot \Pi}_{\text{RH}} \\                                                                                           
   + \lambda_{\text{OMech}} \cdot \Pi_{\text{Mech}} \\                                                                                        
  \end{matrix} \\                                                                                                                               
  \end{pmatrix}_{i}} \cdot \left( \Pi_{\text{induced}} \right)_{i}
```
````

$\lambda_{\text{OTH}}$ is a fixed value given in the following table, depending on the type of components.


<input type="text" class="myInput" id="myInput" onkeyup="searchTableJupyter(this, 'eee-table4-109')" placeholder="Search table...">

```{list-table} Basic failure rates $\lambda_{\text{OTH}}$ for integrated circuits.
:name: eee-table4-109
:header-rows: 1
:widths: 70 10 20

*   - Type
    - Groups
    - $\lambda_{\text{OTH}}$
*   - {term}`FPGA`, {term}`CPLD`, {term}`FPGA` Antifuse, PAL
    - 30
    - 0.166
*   - Analog and Hybrid circuit (MOS, Bipole, {term}`BiCMOS`)
    - 50-69/80
    - 0.123
*   - Microprocessor, Microcontroller, DSP
    - 10
    - 0.075
*   - Flash, {term}`EEPROM`, {term}`EPROM`
    - 23-24
    - 0.060
*   - SRAM
    - 20
    - 0.055
*   - {term}`DRAM`
    - 21
    - 0.047
*   - Digital circuit (MOS, Bipole, {term}`BiCMOS`)
    - 80
    - 0.021
```

The basic failure rate $\lambda_{\text{OTH}}$ is a fixed value given in the following table, depending on the type of components.


````{admonition} Equation
:class: equation
```{math}
:label: Equation_1_123
\lambda_{0_{\text{constraint}}} = exp\left( - a \right) \cdot {N_{p}}^{b}
```
````

All packages have been split into the following six categories:

-   Plastic PTH;

-   Ceramic PTH;

-   Plastic SMD with leads;

-   Plastic SMD without leads;

-   Ceramic SMD with leads;

-   Ceramic SMD without leads.

<input type="text" class="myInput" id="myInput" onkeyup="searchTableJupyter(this, 'eee-table4-110')" placeholder="Search table...">

```{list-table} Families of packages for plastic PTH.
:name: eee-table4-110
:header-rows: 1
:widths: 50 50

*   - Typical name
    - Description
*   - SDIP
    - Skinny Dual In Line Package
*   - ZIP
    - Zig-zag In Line Package
*   - QIP
    - Quadruple In Line Package
*   - PGA
    - Pin grid array
*   - SIP, SIPP
    - Single In Line Package
```

<input type="text" class="myInput" id="myInput" onkeyup="searchTableJupyter(this, 'eee-table4-111')" placeholder="Search table...">

```{list-table} Families of packages for ceramic PTH.
:name: eee-table4-111
:header-rows: 1
:widths: 50 50

*   - Typical name
    - Description
*   - {term}`CERDIP`, CDIP, sidebraze
    - Ceramic dual in line package
*   - {term}`CPGA`
    - Ceramic pin grid array
*   - PDIP, TO116
    - Plastic dual in line package
```

<input type="text" class="myInput" id="myInput" onkeyup="searchTableJupyter(this, 'eee-table4-112')" placeholder="Search table...">

```{list-table} Families of packages for plastic SMD with leads.
:name: eee-table4-112
:header-rows: 1
:widths: 50 50

*   - Typical name
    - Description
*   - PQFP
    - Plastic quad flatpack, L lead
*   - SQFP, TQFP, VQFP, LQFP, HLQFP
    - Plastic shrink quad flatpack, L lead Plastic thin quad flatpack, L lead
*   - Power QFP (RQFP, HQFP, PowerQuad, EdQuad…)
    -  Plastic quad flatpack with heat shink, L lead
*   - BQFP
    -  Bumpered quad flatpack, L lead
*   - BQFPH
    -  Bumpered quad flatpack with heat spreader, L lead
*   - PLCC
    -  Plastic leaded chip carrier, J lead
*   - SOJ
    -  Plastic small outlines, J-lead
*   - SO, SOP, SOL, SOIC, SOW
    -  Plastic small outlines, L lead
*   - TSOP I
    -  Thin small outlines, leads on small edges, L lead
*   - TSOP II
    -  Thin small outlines, leads on long edges, L lead
*   - SSOP, VSOP, QSOP, VSSOP
    -  Plastic shrink (pitch) small outlines, L lead
*   - TSSOP, MSOP, µSOP, µMAX, TVSOP
    -  Thin shrink small outlines, L lead
*   - HSSOP, HVSSOP, HTSSOP
    -  Thermally Enhanced SSOP
*   - ePad, TSSOP, MSOP, SOIC, SSOP, PSOP
    -  exposed TSSOP/MSOP/SOIC/SSOP
*   - CGA, LGA
    -  Column Grid Array
*   - HSOP
    - Heat Sink Enhanced SOP
```

<input type="text" class="myInput" id="myInput" onkeyup="searchTableJupyter(this, 'eee-table4-113')" placeholder="Search table...">

```{list-table} Families of packages for plastic SMD with leads.
:name: eee-table4-113
:header-rows: 1
:widths: 50 50

*   - Typical name
    - Description
*   - PBGA WLP 0.3mm
    - Plastic ball grid array with solder ball pitch = 0.30 mm
*   - PBGA CSP BT 0.8 et 0.75mm
    - Plastic ball grid array with solder ball pitch = 0.8 et 0.75 mm
*   - PBGA flex 0.8mm
    -  Plastic ball grid array with solder ball pitch = 0.8
*   - PBGA BT 1.00mm
    -  Plastic ball grid array with solder ball pitch = 1.00 mm
*   - PBGA 1.27mm
    -  Plastic ball grid array with solder ball pitch = 1.27 mm
*   - PBGA 1.5mm
    -  Plastic ball grid array with solder ball pitch = 1.5 mm
*   - FPBGA
    -  Fine pitch {term}`BGA`
*   - FCPBGA
    -  Flip chip plastic {term}`BGA`
*   - Power {term}`BGA` (TBGA, SBGA …)
    -  Tape {term}`BGA`, PBGA with heat sink, die top down pitch=1.27mm Super {term}`BGA`, PBGA with heat sink, die top down pitch=1.27mm
*   - MAPBGA
    -  Moulded Array Process Ball Grid
*   - QFN, aQFN, DFN, MLF, LLP, ODFN, WQFN, VQFN, X2QFN
    -  Quad flat no lead
*   - SON, USON, VSON, WSON, X2SON
    -  Small Outline No Lead
*   - TEPBGA
    -  Thermally Enhanced Plastic Ball Grid Array
*   - Other CSP
    -  Customized leadframe-based CSP
*   - Other CSP
    -  Flexible substrate-based CSP
*   - Other CSP
    -  Rigid substrate-based CSP
*   - Other CSP
    -  Micro CSP
*   - PSvfBGA
    -  Package Stackable Very Thin Fine Pitch {term}`BGA` (pop)
*   - PSfcCSP
    -  Package Stackable Flip Chip Chip Scale Package (pop)
*   - TMV, SV
    -  Through Mold Via (POP)
*   - WL-CSP, WLP, WLB, WCSP, DSBGA
    -  Wafer-level chip scale package
*   - WLCSP+
    -  Protected Wafer Level Chip Scale Package
*   - WLFO, eWLB
    -  Wafer Level Fan-Out
*   - CABGA, LBGA
    -  ChipArray {term}`BGA`
*   - CTBGA TFBGA
    -  Thin ChipArray {term}`BGA`
*   - CVBGA, VFBGA
    - Very thin ChipArray {term}`BGA`
```

<input type="text" class="myInput" id="myInput" onkeyup="searchTableJupyter(this, 'eee-table4-114')" placeholder="Search table...">

```{list-table} Families of packages for plastic SMD with leads.
:name: eee-table4-114
:header-rows: 1
:widths: 50 50

*   - Typical name
    - Description
*   - CERPACK
    - Ceramic Package 
*   - CQFP, Cerquad
    - Ceramic quad flatpack
*   - CI CGA
    -  Ceramic land GA + interposer, Ceramic column GA
*   - CCGA, CLGA
    -  Ceramic Column Grid Array
```

<input type="text" class="myInput" id="myInput" onkeyup="searchTableJupyter(this, 'eee-table4-115')" placeholder="Search table...">

```{list-table} Families of packages for plastic SMD with leads.
:name: eee-table4-115
:header-rows: 1
:widths: 50 50

*   - Typical name
    - Description
*   - FCBGA
    - Flip chip BGA
*   - CBGA
    - Ceramic ball grid array
*   - J-CLCC
    -  J-lead Ceramic leaded chip carrier
*   - CLCC
    -  Ceramic leadless chip carrier
```

For specific or complex packages, the general model for Hybrids and Multi Chip Modules should be used.

For each stress $\lambda_{\text{ORH}}$, $\lambda_{\text{OTCyCase}}$, $\lambda_{\text{OTCySolderjoints}}$ and $\lambda_{\text{Mech}}$ corresponding to the stress due to humidity, thermal cycling, thermal cycling of solder joints and mechanical stress, the recommendation for the parameters *a* and *b* for estimating the reliability of packages is slightly different according to the number of leads of the components.

For components with 0 to 256 leads, the recommendation for the parameters *a* and *b* is the following:

<input type="text" class="myInput" id="myInput" onkeyup="searchTableJupyter(this, 'eee_table4_116')"
    placeholder="Search table...">

```{list-table} Parameters a and b for components with 0 to 256 leads.
:name: eee-table4-116

* - <table class="myTable" id="eee_table4_116">
        <thead>
            <tr>
                <th rowspan="2"><strong>Family</strong></th>
                <th colspan="2"><strong>λ<sub>0RH</sub></strong></th>
                <th colspan="2"><strong>λ<sub>0TcyCase</sub></strong></th>
                <th colspan="2"><strong>λ<sub>0TcySolderjoints</sub></strong></th>
                <th colspan="2"><strong>λ<sub>0Mech</sub></strong></th>
            </tr>
            <tr>
                <th><strong>a</strong></th>
                <th><strong>b</strong></th>
                <th><strong>a</strong></th>
                <th><strong>b</strong></th>
                <th><strong>a</strong></th>
                <th><strong>b</strong></th>
                <th><strong>a</strong></th>
                <th><strong>b</strong></th>
            </tr>
        </thead>
        <tr>
            <td>Plastic PTH</td>
            <td>5.88</td>
            <td>0.94</td>
            <td>9.85</td>
            <td>1.35</td>
            <td>8.24</td>
            <td>1.35</td>
            <td>12.85</td>
            <td>1.35</td>
        </tr>
        <tr>
            <td>Ceramic PTH</td>
            <td>0.00</td>
            <td>0.00</td>
            <td>6.77</td>
            <td>1.35</td>
            <td>4.47</td>
            <td>1.35</td>
            <td>7.69</td>
            <td>1.35</td>
        </tr>
        <tr>
            <td>Plastic SMD with leads</td>
            <td>8.48</td>
            <td>1.47</td>
            <td>12.81</td>
            <td>1.92</td>
            <td>9.81</td>
            <td>1.92</td>
            <td>15.20</td>
            <td>1.92</td>
        </tr>
        <tr>
            <td>Plastic SMD without leads</td>
            <td>8.97</td>
            <td>1.14</td>
            <td>11.20</td>
            <td>1.21</td>
            <td>7.90</td>
            <td>1.14</td>
            <td>11.12</td>
            <td>1.21</td>
        </tr>
        <tr>
            <td>Ceramic SMD with leads</td>
            <td>0.00</td>
            <td>0.00</td>
            <td>12.41</td>
            <td>1.46</td>
            <td>10.80</td>
            <td>1.46</td>
            <td>14.02</td>
            <td>1.46</td>
        </tr>
        <tr>
            <td>Ceramic SMD without leads</td>
            <td>0.00</td>
            <td>0.00</td>
            <td>8.07</td>
            <td>0.93</td>
            <td>5.42</td>
            <td>0.93</td>
            <td>8.53</td>
            <td>0.93</td>
        </tr>
    </table>
```

For components with more than 256 leads, the recommendation for the parameters *a* and *b* is the following:

<input type="text" class="myInput" id="myInput" onkeyup="searchTableJupyter(this, 'eee_table4_117')"
    placeholder="Search table...">

```{list-table} Parameters a and b for components with more than 256 leads.
:name: eee-table4-117

* - <table class="myTable" id="eee_table4_117">
        <thead>
            <tr>
                <th rowspan="2"><strong>Family</strong></th>
                <th colspan="2"><strong>λ<sub>0RH</sub></strong></th>
                <th colspan="2"><strong>λ<sub>0TcyCase</sub></strong></th>
                <th colspan="2"><strong>λ<sub>0TcySolderjoints</sub></strong></th>
                <th colspan="2"><strong>λ<sub>0Mech</sub></strong></th>
            </tr>
            <tr>
                <th><strong>a</strong></th>
                <th><strong>b</strong></th>
                <th><strong>a</strong></th>
                <th><strong>b</strong></th>
                <th><strong>a</strong></th>
                <th><strong>b</strong></th>
                <th><strong>a</strong></th>
                <th><strong>b</strong></th>
            </tr>
        </thead>
        <tr>
            <td>Ceramic PTH</td>
            <td>0.00</td>
            <td>0.00</td>
            <td>8.07</td>
            <td>0.93</td>
            <td>4.85</td>
            <td>0.93</td>
            <td>7.85</td>
            <td>0.93</td>
        </tr>
        <tr>
            <td>Plastic SMD with leads</td>
            <td>12.66</td>
            <td>2.08</td>
            <td>13.76</td>
            <td>1.71</td>
            <td>11.46</td>
            <td>1.71</td>
            <td>15.37</td>
            <td>1.71</td>
        </tr>
        <tr>
            <td>Plastic SMD without leads</td>
            <td>8.38</td>
            <td>1.20</td>
            <td>12.25</td>
            <td>1.32</td>
            <td>9.09</td>
            <td>1.32</td>
            <td>12.78</td>
            <td>1.32</td>
        </tr>
        <tr>
            <td>Ceramic SMD with leads</td>
            <td>0.00</td>
            <td>0.00</td>
            <td>12.09</td>
            <td>1.59</td>
            <td>12.28</td>
            <td>1.66</td>
            <td>12.11</td>
            <td>1.66</td>
        </tr>
        <tr>
            <td>Ceramic SMD without leads</td>
            <td>0.00</td>
            <td>0.00</td>
            <td>15.37</td>
            <td>1.87</td>
            <td>11.68</td>
            <td>1.87</td>
            <td>14.68</td>
            <td>1.87</td>
        </tr>
    </table>
```

**Physical stresses for integrated circuits:**

````{admonition} Equation
:class: equation
```{math}
:label: Equation_1_124
\Pi_{\text{Thermal}} = exp\left\lbrack 11604 \cdot E_{a} \cdot \left( \frac{1}{293} - \frac{1}{{273 + T}_{board\_ ref} + \Delta T} \right) \right\rbrack
```
````

$E_{a}$ = 0.7eV;

All other parameters are issued from the mission profile.


````{admonition} Equation
:class: equation
```{math}
:label: Equation_1_125
\Pi_{\text{TcyCase}} = \left( \frac{{12 \cdot N}_{cy\_ phase}}{t_{\text{phase}}} \right) \cdot \left( \frac{\text{ΔT}_{\text{cycling}}}{20} \right)^{4} \cdot exp\left\lbrack 1414 \cdot \left( \frac{1}{313} - \frac{1}{{273 + T}_{max\_ cycling}} \right) \right\rbrack
```
````

````{admonition} Equation
:class: equation
```{math}
:label: Equation_1_126
\Pi_{\text{TcySolderjoints}} = \left( \frac{{12 \cdot N}_{cy\_ phase}}{t_{\text{phase}}} \right) \cdot \left( \frac{min(\theta_{\text{cy}},2)}{2} \right)^{\frac{1}{3}} \cdot \left( \frac{\text{ΔT}_{\text{cycling}}}{20} \right)^{1.9} \cdot exp\left\lbrack 1414 \cdot \left( \frac{1}{313} - \frac{1}{{273 + T}_{max\_ cycling}} \right) \right\rbrack
```
````


````{admonition} Equation
:class: equation
```{math}
:label: Equation_1_127
\Pi_{\text{Mechanical}} = \left( \frac{G_{\text{rms}}}{0.5} \right)^{1.5}
```
````


````{admonition} Equation
:class: equation
```{math}
:label: Equation_1_128
\Pi_{\text{RH}} = \left( \frac{\text{RH}_{board\_ ref}}{70} \right)^{4.4} \cdot \ exp\left\lbrack 11604 \cdot 0.9 \cdot \left( \frac{1}{293} - \frac{1}{{273 + T}_{board\_ ref} + \Delta T} \right) \right\rbrack
```
````

All other parameters are issued from the mission profile.

**Induced factor $\Pi_{\text{induced}}$**

The $\Pi_{\text{induced}}$ factor allows taking into account the influence of the mission profile as described in {numref}`eee_8_3_1`. Its formula is:

````{admonition} Equation
:class: equation
```{math}
:label: Equation_1_129
\Pi_{\text{induced}\_ i} = \left( \Pi_{\text{placement}\_ i} \cdot \Pi_{\text{application}\_ i} \cdot \Pi_{\text{ruggedising}} \right)^{0.511 \cdot ln(C_{\text{sensitivity}})}
```
````

> $\Pi_{placement}$

The Pi Placement depends on the function, there are 6 choices to choose as recalled here from Table XX:

<input type="text" class="myInput" id="myInput" onkeyup="searchTableJupyter(this, 'eee-table4-118')" placeholder="Search table...">

```{list-table} Recommendation for the definition of parameter $\Pi_{\text{placement}\_ i}$.
:name: eee-table4-118
:header-rows: 1
:widths: 70 30

*   - Description of the placement influence
    - $\Pi_{\text{placement}\_ i}$
*   - Digital non-interface function
    - 1.0
*   - Digital interface function
    - 1.6
*   - Analog low-level non-interface function (<1A)
    - 1.3
*   - Analog low-level interface function (<1A)
    - 2.0
*   - Analog power non-interface function (≥1A)
    - 1.6
*   - Analog power interface function (≥1A)
    - 2.5
```

> $\Pi_{\text{application}}$

$\Pi_{\text{application}}$ represents the influence of the type of application and the environment of the product containing the part. This factor varies depending on the phase of the profile.

It is evaluated through the questions presented in the following table and addressed in {numref}`eee_8_3_2_19`:

<input type="text" class="myInput" id="myInput" onkeyup="searchTableJupyter(this, 'eee_table4_119')"
    placeholder="Search table...">

```{list-table} Recommended parameters for $\Pi_{\text{application}\_ i}$ for the launch, time to reach orbit and in-orbit
:name: eee-table4-119

* - <table class="myTable" id="eee_table4_119">
        <thead>
            <th>
                <p><strong>Criterion</strong></p>
            </th>
            <th>
                <p><strong>Description</strong></p>
            </th>
            <th>
                <p><strong>Levels</strong></p>
            </th>
            <th>
                <p><strong>Examples and comments</strong></p>
            </th>
            <th>
                <p><strong>Weight</strong></p>
                <p><strong>POS</strong></p>
            </th>
        </thead>
        <tr>
            <td>
                <p>User type in the phase considered</p>
            </td>
            <td>
                <p>Represents the capability to respect procedures, facing operational constraints.</p>
            </td>
            <td>
                <p><strong>0: Favourable</strong></p>
                <p>1: Moderate</p>
                <p>2: Unfavourable</p>
            </td>
            <td>
                <p><strong>0: Industry</strong></p>
                <p>1: General public</p>
                <p>2: Military</p>
                <p>The most severe level must be adopted for military applications</p>
            </td>
            <td>
                <p>20</p>
            </td>
        </tr>
        <tr>
            <td>
                <p>User qualification level in the phase considered</p>
            </td>
            <td>
                <p>Represents the level of control of the user or the worker regarding an operational context</p>
            </td>
            <td>
                <p><strong>0: Favourable</strong></p>
                <p>1: Moderate</p>
                <p>2: Unfavourable</p>
            </td>
            <td>
                <p><strong>0: Highly qualified</strong></p>
                <p>1: Qualified</p>
                <p>2: Slightly qualified or with little experience</p>
                <p>In some phases, the user to be considered is the person who does the maintenance or servicing</p>
            </td>
            <td>
                <p>10</p>
            </td>
        </tr>
        <tr>
            <td>
                <p>System mobility</p>
            </td>
            <td>
                <p>Represents contingencies related to possibilities of the system being moved</p>
            </td>
            <td>
                <p><strong>0:Non aggressive</strong></p>
                <p>1: Moderate</p>
                <p>2: Severe</p>
            </td>
            <td>
                <p><strong>0: Few contingencies (fixed or stable environment)</strong></p>
                <p>1: Moderate contingencies</p>
                <p>2: Severe contingencies, large variability (automobile)</p>
            </td>
            <td>
                <p>4</p>
            </td>
        </tr>
        <tr>
            <td>
                <p>Product manipulation</p>
            </td>
            <td>
                <p>Represents the possibility of false manipulations, shocks, drops, etc .</p>
            </td>
            <td>
                <p><strong>0:Non aggressive</strong></p>
                <p>1: Moderate</p>
                <p>2: Severe</p>
            </td>
            <td>
                <p><strong>0: Not manipulated</strong></p>
                <p>1: Manipulation without displacement or disassembly</p>
                <p>2: Manipulation with displacement or disassembly</p>
                <p>The severe level should be adopted if maintenance on the product is possible in the phase
                    considered</p>
            </td>
            <td>
                <p>15</p>
            </td>
        </tr>
        <tr>
            <td>
                <p>Type of electrical network for the system</p>
            </td>
            <td>
                <p>Represents the level of electrical disturbance expected on power supplies, signals and electrical
                    lines: power on, switching, power supply, connection/disconnection</p>
            </td>
            <td>
                <p><strong>0:Non aggressive</strong></p>
                <p>1: Moderate</p>
                <p>2: Severe</p>
            </td>
            <td>
                <p><strong>0: Undisturbed network (dedicated regulated power supply)</strong></p>
                <p>1: Slightly disturbed network</p>
                <p>2: Network subject to disturbances (on board network)</p>
                <p>The network type is a system data but that can be broken down and related to specific products
                </p>
            </td>
            <td>
                <p>4</p>
            </td>
        </tr>
        <tr>
            <td>
                <p>Product exposure to human activity</p>
            </td>
            <td>
                <p>Represents exposure to contingencies related to human activity: shock, change in final use, etc.
                </p>
            </td>
            <td>
                <p><strong>0:Non aggressive</strong></p>
                <p>1: Moderate</p>
                <p>2: Severe</p>
            </td>
            <td>
                <p><strong>0: Uninhabitable zone</strong></p>
                <p>1: Possible activity in the product zone</p>
                <p>2: Normal activity in the product zone</p>
                <p>The product can be exposed to human activity even if it is not handled itself during normal use
                </p>
            </td>
            <td>
                <p>8</p>
            </td>
        </tr>
        <tr>
            <td>
                <p>Product exposure to machine disturbances</p>
            </td>
            <td>
                <p>Represents contingencies related to operation of machines, engines, actuators: shock,
                    overheating, electrical disturbances, pollutants, etc.</p>
            </td>
            <td>
                <p>0:Non aggressive</p>
                <p><strong>1: Moderate</strong></p>
                <p>2: Severe</p>
            </td>
            <td>
                <p>0: Null (telephone)</p>
                <p><strong>1: Indirect exposure (product in compartment)</strong></p>
                <p>2: Strong or direct exposure (product in engine area)</p>
            </td>
            <td>
                <p>3</p>
            </td>
        </tr>
        <tr>
            <td>
                <p>Product exposure to the weather</p>
            </td>
            <td>
                <p>Represents exposure to rain, hail, frost, sandstorm, lightning, dust</p>
            </td>
            <td>
                <p><strong>0:Non aggressive</strong></p>
                <p>1: Moderate</p>
                <p>2: Severe</p>
            </td>
            <td>
                <p><strong>0: Null (home)</strong></p>
                <p>1: Indirect exposure (compartment, station hall)</p>
                <p>2: Outdoors (automobile engine)</p>
            </td>
            <td>
                <p>2</p>
            </td>
        </tr>
    </table>
```

A mark is given for each level: 1 for level 0, 3.2 for level 1 and 10 for level 2. This mark is multiplied by the weight ($P_{os}$) and the sum of all the products is divided by 66. For the present application here, we consider $\Pi_{\text{application}}$ = 1.1, the value determined in the frame of an Airbus Defence & Space observation project, for all in flight phases.

```{admonition} Note
:class: note

In bold in the table are the levels considered for the space environment (orbit raising and orbit keeping). They represent the typical environment met in space for satellites, hence the figure can be used for all in flight phases for all projects provided they don't present a specific application; in that case, it has to be re-evaluated.
```

> $\Pi_{\text{ruggedising}}$

The ruggedising factor is determined through a 16 questions audit ensuring the evaluation of the procedures established to guarantee the safety and maintenance of the product and that the procedures are indeed applied. See {numref}`eee_8_3_2_17`.

> $C_{\text{sensitivity}}$

The induced factor $C_{\text{sensitivity}}$ presented in {numref}`eee_8_3_2_21` is provided in the following table:

```{list-table} nduced factor coefficient of sensitivity for integrated circuits.
:name: eee-table4-120
:header-rows: 1
:widths: 70 30

*   - Technologies
    - $C_{\text{sensitivity}}$
*   - Integrated circuits
    - 6.3
```

```{admonition} Note
:class: note

For the 2021 issue of FIDES, this value has been updated to 7.75.
```

> **c) Component manufacturing factor $\Pi_{\text{PM}}$**

The Part\_Manufacturing factor presented in {numref}`eee_8_3_3` represents the quality of the component. This factor transcribes the confidence that can be attributed to the way the part has been manufactured, through factors quantifying the manufacturing process of the part, the tests ran and the confidence in the manufacturer.

Its high level formula is

````{admonition} Equation
:class: equation
```{math}
:label: eq_eee_fam_25
{\pi_{\text{PM}} = e}^{1.39*\left( 1 - Part_{\text{Grade}} \right) - 0.69}
```

with

```{math}
:label: eq_eee_fam_26
Part\_ Grade = \ \frac{\left( \text{QA}_{\text{manufacturer}} + \text{QA}_{\text{component}} + \text{RA}_{\text{component}} \right) \times \varepsilon}{36}
```
````

These parameters are determined through tables available in FIDES.

-  $\text{QA}_{\text{manufacturer}}$ is presented in {numref}`eee_8_3_3_2`

-   $\text{QA}_{\text{component}}$ is presented in {numref}`eee_8_3_3_3` and defined in {numref}`eee-table4-121`

-   $\text{RA}_{\text{component}}$ is presented in {numref}`eee_8_3_3_4`

-   $\epsilon$  is presented in {numref}`eee_8_3_3_7`

Component manufacturing factor $\pi_{\text{PM}}$ according to {numref}`eee_8_3_3` with component quality assurance levels $\text{QA}_{\text{component}}$ defined in the following tables:

<input type="text" class="myInput" id="myInput" onkeyup="searchTableJupyter(this, 'eee-table4-121')" placeholder="Search table...">

```{list-table} Recommendation for definition of parameter $\text{QA}_{\text{component}}$ for integrated circuits and ASICs.
:name: eee-table4-121
:header-rows: 1
:widths: 60 25 15

*   - Integrated circuits, ASICs: Component quality assurance level
    - Position relative to the state of the art
    - $\text{QA}_{\text{component}}$
*   - Qualification according to one of the following standards: AEC Q100, MIL-PRF-38535 class V/Y, MIL-PRF-38510 class S, ESCC 90xx, NASDA-QTS-xxxx classe I, NPSL NASA level 1
    - Higher
    - 3
*   - Qualification according to one of the following standards: MIL-PRF-38535 class Q, MIL-PRF-38535 class M, MIL-PRF-38535 class N, MIL-PRF-38510 class B, NASDA-QTSxxxx class II, NPSL NASA levels 2 and 3
    - Equivalent
    - 2
*   - Qualification program internal to the manufacturer and unidentified manufacturing sites
    - Lower
    - 1
*   - No information
    - Much
    - 0
```

> **d) Determination of the $\Pi_{\text{Process}}$ factor**

The $\Pi_{\text{Process}}$ factor is determined according to the formula presented in {numref}`eee_8_3_2_3`.

**Summary for the Integrated Circuits family 08**

<table class="myTable">
    <thead>
        <th><strong>Section</strong></th>
        <th><strong>Component types</strong></th>
        <th><strong>Modifications and adaptations for space applications</strong></th>
    </thead>
    <tr>
        <td>08</td>
        <td>Integrated Circuits</td>
        <td>
            <p>Merge of the models for integrated circuits and ASIC components</p>
            <p>Consideration of 6 categories of packages</p>
            <p>Values of basic failure rates λ<sub>0RH</sub>, λ<sub>0TcyCase</sub>, λ<sub>0TcySolderjoints</sub> and λ<sub>0Mech</sub> defined according to the 6 categories of packages</p>
            <p>2021: Underfill & DSM considerations</p>
            <p>2021: GaN MMIC inclusion</p>
        </td>
    </tr>
</table>

```{admonition} Note
:class: note

In the 2021 issue of FIDES, new types of packages and associated values have been included; the impact needs to be evaluated.
```

(eee_8_3_5_9)=
## Relays (family 09)

Relays are classified as family 09 in {term}`EPPL` {cite:p}`eee-EPPL007-37`. 

All relays used for Space applications can be modelled through FIDES, directly or indirectly.

The following table presents the different subfamilies and the corresponding models with the FIDES method, giving the pages where it can be found in both versions (2009 & 2021), for information.

<input type="text" class="myInput" id="myInput" onkeyup="searchTableJupyter(this, 'eee_table4_122')"
    placeholder="Search table...">

```{list-table} Groups of relays.
:name: eee-table4-122

* - <table class="myTable" id="eee_table4_122">
        <thead>
            <tr>
                <th rowspan="2"><strong>Groups of relays</strong></th>
                <th colspan="2"><strong>Models in FIDES 2009</strong></th>
                <th rowspan="2"><strong>Proposed models in FIDES</strong></th>
                <th rowspan="2"><strong>Remarks</strong></th>
            </tr>
            <tr>
                <th>2009</th>
                <th>2021</th>
            </tr>
        </thead>
        <tr>
            <td>01 Mono-stable relay (non latching)</td>
            <td>p148</td>
            <td>p164</td>
            <td>“Mono-stable relay”</td>
            <td>ECPL</td>
        </tr>
        <tr>
            <td>02 Bi-stable relay (latching)</td>
            <td>No/Yes</td>
            <td>No/Yes</td>
            <td>As “Mono-stable relay”</td>
            <td>ECPL</td>
        </tr>
    </table>
```

**General model for the relays family:**

````{admonition} Equation
:class: equation
```{math}
:label: Equation_1_130
\lambda = \lambda_{\text{Physical}} \cdot \Pi_{\text{PM}} \cdot \Pi_{\text{LF}} \cdot \Pi_{\text{Process}}
```
-   $\lambda_{\text{Physical}}$ the physical contribution for each component,

-   $\Pi_{\text{PM}}$ the quality and technical control over manufacturing of the item,

-   $\Pi_{\text{Process}}$ the quality and technical control over the development, manufacturing and use process for the product containing the item,

-   $\Pi_{\text{LF}}$ the factor representing the process to become lead-free if it has to be considered for Space applications, it is equal to 1 (see {numref}`eee_8_3`).
````

> **a) Mission profile**

In order to model the reliability for each component of a unit, it is necessary to define the mission profile corresponding to the unit under consideration. See {numref}`eee_8_3_1` for details.

> **b) Calculation of $\lambda_{\text{Physical}}$**

````{admonition} Equation
:class: equation
```{math}
:label: Equation_1_131
\lambda_{\text{Physical}} = \lambda_{O_{\text{Relay}}} \cdot \sum_{i}^{\text{Phases}}{\frac{\left( t_{\text{phase}} \right)_{i}}{t_{\text{total}}} \cdot \left( \Pi_{\text{Thermal}} + \Pi_{\text{Electrical}} + \Pi_{\text{TCy}} + \Pi_{\text{Mechanical}} \right)_{i}} \cdot \left( \Pi_{\text{induced}} \right)_{i}
```
````

$\lambda_{O_{\text{Relay}}}$ is equal to 1.1.

For space applications, $\Pi_{\text{Chemical}}$ is equal to 0, $\Pi_{\text{manoeuvres}}$ is equal to 1.

**Physical stresses for the relays family:**

````{admonition} Equation
:class: equation
```{math}
:label: Equation_1_132
\Pi_{\text{Thermal}} = 0.29 \cdot \Pi_{\text{TH\ contact}} \cdot \Pi_{\text{TH\ breaking}} \cdot exp\left\lbrack 11604 \cdot E_{a} \cdot \left( \frac{1}{313} - \frac{1}{273 + T^{'}} \right) \right\rbrack
```
````

$E_{a}$ = 0.25eV;

````{admonition} Equation
:class: equation
```{math}
:label: Equation_1_133
T^{'} = \left\{ \begin{matrix}                                                                                         
  40 - \frac{85}{55} \cdot \left( T_{board\_ ref} + \Delta T \right) & \mathrm{\text{if}}\ T_{board\_ ref} + \Delta T \leq 0{^\circ}C \\   
  40{^\circ}C & \mathrm{\text{if}}\ {0{^\circ}C < T}_{board\_ ref} + \Delta T \leq 40{^\circ}C \\                                            
  T_{board\_ ref} + \Delta T & \mathrm{\text{if}}\ T_{board\_ ref} + \Delta T > 40{^\circ}C \\                                               
  \end{matrix} \right.\ 
```
````

$\Pi_{\text{TH\ contact}}$ is equal to:

-   1 for temperatures $T_{board\_ ref} + \Delta T \leq 125{^\circ}C$;

-   $\Pi_{\text{MEcontact}} \cdot \Pi_{\text{pole}}$ for temperatures higher than 125°C

-   With $\Pi_{\text{Pole}}$ depending on the type of relay (for SPST $\Pi_{\text{Pole}}$= 1, for DPDT $\Pi_{\text{Pole}}$= 3, for 3PDT $\Pi_{\text{Pole}}$= 4.25 and for 4PDT $\Pi_{\text{Pole}}$= 5.5).

$\Pi_{\text{ME\ contact}}$ is equal to:

-   1.5 for gold plated contact;

-   1.0 for silver plated contact.

$\Pi_{\text{TH\ breaking}}$ is equal to:

-   1.8 for a breaking capacity \< 2A;

-   1.2 for a breaking capacity ≥ 2A;

All other parameters are issued from the mission profile.


````{admonition} Equation
:class: equation
```{math}
:label: Equation_1_134
\Pi_{\text{Electrical}} = 0.55 \cdot \Pi_{\text{pole}} \cdot \Pi_{\text{EL\ breaking}} \cdot \Pi_{\text{load\ type}} \cdot {S_{V}}^{m_{1}} \cdot {S_{I}}^{m_{2}} \cdot \left( \frac{U_{\text{nominal}}}{U_{\text{coil}}} \right)
```
````

$\Pi_{\text{Pole}}$ depending on the type of relay (for SPST $\Pi_{\text{Pole}}$= 1, for DPDT $\Pi_{\text{Pole}}$= 3, for 3PDT $\Pi_{\text{Pole}}$= 4.25 and for 4PDT $\Pi_{\text{Pole}}$= 5.5).

$\Pi_{\text{EL\ breaking}}$ is equal to:

-   1.5 for a breaking capacity \< 2A;

-   1.2 for a breaking capacity ≥ 2A;

$\Pi_{\text{load\ type}}$, $S_{V}$ and $S_{I}$ are equal to:


<input type="text" class="myInput" id="myInput" onkeyup="searchTableJupyter(this, 'eee-table4-123')" placeholder="Search table...">

```{list-table} Electrical parameters of relays.
:name: eee-table4-123
:header-rows: 1
:widths: 40 20 20 20

*   - Load type
    - $\Pi_{\text{load\ type}}$
    - $S_{V}$
    - $S_{I}$
*   - Resistive
    - 0.3
    - 1
    - $I_{\text{contact}}/I_{\text{nominal}}$
*   - Inductive
    - 8
    - 1
    - $I_{\text{contact}}/I_{\text{nominal}}$
*   - Incandescent lamp
    - 4
    - $V_{\text{contact}}/V_{\text{nominal}}$
    - $I_{\text{contact}}/I_{\text{nominal}}$
*   - Capacitive
    - 6
    - $V_{\text{contact}}/V_{\text{nominal}}$
    - 1
```

$m_{1}$ and $m_{2}$ are equal to:

```{list-table} Power parameters of relays.
:name: eee-table4-124
:header-rows: 1
:widths: 25 25 25 25

*   - $V_{\text{contact}}/V_{\text{nominal}}$
    - $m_{1}$
    - $I_{\text{contact}}/I_{\text{nominal}}$
    - $m_{2}$
*   - ≤1
    - 3
    - ≤1
    - 3
*   - >1
    - 8.8
    - >1
    - 5.9
```

All other parameters are issued from the mission profile.

````{admonition} Equation
:class: equation
```{math}
:label: Equation_1_135
\Pi_{\text{Tcy}} = 0.02 \cdot \Pi_{\text{prot\ TCY}} \cdot \left( \frac{{12 \cdot N}_{cy\_ phase}}{t_{\text{phase}}} \right) \cdot \left( \frac{min(\theta_{\text{cy}},2)}{2} \right)^{\frac{1}{3}} \cdot \left( \frac{\text{ΔT}_{\text{cycling}}}{20} \right)^{1.9} \cdot exp\left\lbrack 1414 \cdot \left( \frac{1}{313} - \frac{1}{{273 + T}_{max\_ cycling}} \right) \right\rbrack
```
````

$\Pi_{\text{prot\ TCY}}$ depends on the relay protection level:

-   1 for hermetic relays;

-   3 for sealed or not sealed relays.

All other parameters are issued from the mission profile.

````{admonition} Equation
:class: equation
```{math}
:label: Equation_1_136
\Pi_{\text{Mechanical}} = 0.05 \cdot \Pi_{\text{pole}} \cdot \Pi_{\text{ME\ contact}} \cdot \Pi_{\text{ME\ breaking}} \cdot \left( \frac{G_{\text{rms}}}{0.5} \right)^{1.5}
```
````

$\Pi_{\text{pole}}$= 4.25 and for 4PDT $\Pi_{\text{pole}}$= 5.5).

$\Pi_{\text{ME\ contact}}$ is equal to:

-   1.5 for gold plated contact;

-   1 for silver plated contact.

$\Pi_{\text{ME\ breaking}}$ is equal to:

-   3 for a breaking capacity \< 2A;

-   1 for a breaking capacity ≥ 2A.

All other parameters are issued from the mission profile.

**Induced factor $\Pi_{\text{induced}}$**

The $\Pi_{\text{induced}}$ factor allows taking into account the influence of the mission profile as described in {numref}`eee_8_3_1`. Its formula is:

````{admonition} Equation
:class: equation
```{math}
:label: Equation_1_137
\Pi_{\text{induced}\_ i} = \left( \Pi_{\text{placement}\_ i} \cdot \Pi_{\text{application}\_ i} \cdot \Pi_{\text{ruggedising}} \right)^{0.511 \cdot ln(C_{\text{sensitivity}})}
```
````

> $\Pi_{placement}$

The Pi Placement depends on the function, there are 6 choices to choose as recalled here from Table XX:

<input type="text" class="myInput" id="myInput" onkeyup="searchTableJupyter(this, 'eee-table4-125')" placeholder="Search table...">

```{list-table} Recommendation for the definition of parameter $\Pi_{\text{placement}\_ i}$.
:name: eee-table4-125
:header-rows: 1
:widths: 70 30

*   - Description of the placement influence
    - $\Pi_{\text{placement}\_ i}$
*   - Digital non-interface function
    - 1.0
*   - Digital interface function
    - 1.6
*   - Analog low-level non-interface function (<1A)
    - 1.3
*   - Analog low-level interface function (<1A)
    - 2.0
*   - Analog power non-interface function (≥1A)
    - 1.6
*   - Analog power interface function (≥1A)
    - 2.5
```

> $\Pi_{\text{application}}$

$\Pi_{\text{application}}$ represents the influence of the type of application and the environment of the product containing the part. This factor varies depending on the phase of the profile.

It is evaluated through the questions presented in the following table and addressed in {numref}`eee_8_3_2_19`:

<input type="text" class="myInput" id="myInput" onkeyup="searchTableJupyter(this, 'eee_table4_126')"
    placeholder="Search table...">

```{list-table} Recommended parameters for $\Pi_{\text{application}\_ i}$ for the launch, time to reach orbit and in-orbit
:name: eee-table4-126

* - <table class="myTable" id="eee_table4_126">
        <thead>
            <th>
                <p><strong>Criterion</strong></p>
            </th>
            <th>
                <p><strong>Description</strong></p>
            </th>
            <th>
                <p><strong>Levels</strong></p>
            </th>
            <th>
                <p><strong>Examples and comments</strong></p>
            </th>
            <th>
                <p><strong>Weight</strong></p>
                <p><strong>POS</strong></p>
            </th>
        </thead>
        <tr>
            <td>
                <p>User type in the phase considered</p>
            </td>
            <td>
                <p>Represents the capability to respect procedures, facing operational constraints.</p>
            </td>
            <td>
                <p><strong>0: Favourable</strong></p>
                <p>1: Moderate</p>
                <p>2: Unfavourable</p>
            </td>
            <td>
                <p><strong>0: Industry</strong></p>
                <p>1: General public</p>
                <p>2: Military</p>
                <p>The most severe level must be adopted for military applications</p>
            </td>
            <td>
                <p>20</p>
            </td>
        </tr>
        <tr>
            <td>
                <p>User qualification level in the phase considered</p>
            </td>
            <td>
                <p>Represents the level of control of the user or the worker regarding an operational context</p>
            </td>
            <td>
                <p><strong>0: Favourable</strong></p>
                <p>1: Moderate</p>
                <p>2: Unfavourable</p>
            </td>
            <td>
                <p><strong>0: Highly qualified</strong></p>
                <p>1: Qualified</p>
                <p>2: Slightly qualified or with little experience</p>
                <p>In some phases, the user to be considered is the person who does the maintenance or servicing</p>
            </td>
            <td>
                <p>10</p>
            </td>
        </tr>
        <tr>
            <td>
                <p>System mobility</p>
            </td>
            <td>
                <p>Represents contingencies related to possibilities of the system being moved</p>
            </td>
            <td>
                <p><strong>0:Non aggressive</strong></p>
                <p>1: Moderate</p>
                <p>2: Severe</p>
            </td>
            <td>
                <p><strong>0: Few contingencies (fixed or stable environment)</strong></p>
                <p>1: Moderate contingencies</p>
                <p>2: Severe contingencies, large variability (automobile)</p>
            </td>
            <td>
                <p>4</p>
            </td>
        </tr>
        <tr>
            <td>
                <p>Product manipulation</p>
            </td>
            <td>
                <p>Represents the possibility of false manipulations, shocks, drops, etc .</p>
            </td>
            <td>
                <p><strong>0:Non aggressive</strong></p>
                <p>1: Moderate</p>
                <p>2: Severe</p>
            </td>
            <td>
                <p><strong>0: Not manipulated</strong></p>
                <p>1: Manipulation without displacement or disassembly</p>
                <p>2: Manipulation with displacement or disassembly</p>
                <p>The severe level should be adopted if maintenance on the product is possible in the phase
                    considered</p>
            </td>
            <td>
                <p>15</p>
            </td>
        </tr>
        <tr>
            <td>
                <p>Type of electrical network for the system</p>
            </td>
            <td>
                <p>Represents the level of electrical disturbance expected on power supplies, signals and electrical
                    lines: power on, switching, power supply, connection/disconnection</p>
            </td>
            <td>
                <p><strong>0:Non aggressive</strong></p>
                <p>1: Moderate</p>
                <p>2: Severe</p>
            </td>
            <td>
                <p><strong>0: Undisturbed network (dedicated regulated power supply)</strong></p>
                <p>1: Slightly disturbed network</p>
                <p>2: Network subject to disturbances (on board network)</p>
                <p>The network type is a system data but that can be broken down and related to specific products
                </p>
            </td>
            <td>
                <p>4</p>
            </td>
        </tr>
        <tr>
            <td>
                <p>Product exposure to human activity</p>
            </td>
            <td>
                <p>Represents exposure to contingencies related to human activity: shock, change in final use, etc.
                </p>
            </td>
            <td>
                <p><strong>0:Non aggressive</strong></p>
                <p>1: Moderate</p>
                <p>2: Severe</p>
            </td>
            <td>
                <p><strong>0: Uninhabitable zone</strong></p>
                <p>1: Possible activity in the product zone</p>
                <p>2: Normal activity in the product zone</p>
                <p>The product can be exposed to human activity even if it is not handled itself during normal use
                </p>
            </td>
            <td>
                <p>8</p>
            </td>
        </tr>
        <tr>
            <td>
                <p>Product exposure to machine disturbances</p>
            </td>
            <td>
                <p>Represents contingencies related to operation of machines, engines, actuators: shock,
                    overheating, electrical disturbances, pollutants, etc.</p>
            </td>
            <td>
                <p>0:Non aggressive</p>
                <p><strong>1: Moderate</strong></p>
                <p>2: Severe</p>
            </td>
            <td>
                <p>0: Null (telephone)</p>
                <p><strong>1: Indirect exposure (product in compartment)</strong></p>
                <p>2: Strong or direct exposure (product in engine area)</p>
            </td>
            <td>
                <p>3</p>
            </td>
        </tr>
        <tr>
            <td>
                <p>Product exposure to the weather</p>
            </td>
            <td>
                <p>Represents exposure to rain, hail, frost, sandstorm, lightning, dust</p>
            </td>
            <td>
                <p><strong>0:Non aggressive</strong></p>
                <p>1: Moderate</p>
                <p>2: Severe</p>
            </td>
            <td>
                <p><strong>0: Null (home)</strong></p>
                <p>1: Indirect exposure (compartment, station hall)</p>
                <p>2: Outdoors (automobile engine)</p>
            </td>
            <td>
                <p>2</p>
            </td>
        </tr>
    </table>
```

A mark is given for each level: 1 for level 0, 3.2 for level 1 and 10 for level 2. This mark is multiplied by the weight ($P_{os}$) and the sum of all the products is divided by 66. For the present application here, we consider $\Pi_{\text{application}}$ = 1.1, the value determined in the frame of an Airbus Defence & Space observation project, for all in flight phases.

```{admonition} Note
:class: note

In bold in the table are the levels considered for the space environment (orbit raising and orbit keeping). They represent the typical environment met in space for satellites, hence the figure can be used for all in flight phases for all projects provided they don't present a specific application; in that case, it has to be re-evaluated.
```

> $\Pi_{\text{ruggedising}}$

The ruggedising factor is determined through a 16 questions audit ensuring the evaluation of the procedures established to guarantee the safety and maintenance of the product and that the procedures are indeed applied. See {numref}`eee_8_3_2_17`.

> $C_{\text{sensitivity}}$

The induced factor $C_{\text{sensitivity}}$ presented in {numref}`eee_8_3_2_21` is provided in the following table:

```{list-table} Induced factor coefficient of sensitivity for relays.
:name: eee-table4-127
:header-rows: 1
:widths: 70 30

*   - Technologies
    - $C_{\text{sensitivity}}$
*   - Relays
    - 7.55
```

```{admonition} Note
:class: note

For the 2021 issue of FIDES, this value has been updated to 7.43.
```

> **c) Component manufacturing factor $\Pi_{\text{PM}}$**

The Part\_Manufacturing factor presented in {numref}`eee_8_3_3` represents the quality of the component. This factor transcribes the confidence that can be attributed to the way the part has been manufactured, through factors quantifying the manufacturing process of the part, the tests ran and the confidence in the manufacturer.

Its high level formula is

````{admonition} Equation
:class: equation
```{math}
:label: eq_eee_fam_23_1
{\pi_{\text{PM}} = e}^{1.39*\left( 1 - Part_{\text{Grade}} \right) - 0.69}
```

with

```{math}
:label: eq_eee_fam_24_1
Part\_ Grade = \ \frac{\left( \text{QA}_{\text{manufacturer}} + \text{QA}_{\text{component}} \right) \times \varepsilon}{24}
```
````

These parameters are determined through tables available in FIDES.

-  $\text{QA}_{\text{manufacturer}}$ is presented in {numref}`eee_8_3_3_2`

-   $\text{QA}_{\text{component}}$ is presented in {numref}`eee_8_3_3_3` and defined in {numref}`eee-table4-128`

-   $\text{RA}_{\text{component}}$ is presented in {numref}`eee_8_3_3_4`

-   $\epsilon$  is presented in {numref}`eee_8_3_3_7`

Component manufacturing factor $\pi_{\text{PM}}$ according to {numref}`eee_8_3_3` with component quality assurance levels $\text{QA}_{\text{component}}$ defined in the following tables:

<input type="text" class="myInput" id="myInput" onkeyup="searchTableJupyter(this, 'eee-table4-128')" placeholder="Search table...">

```{list-table} Recommendation for definition of parameter $\text{QA}_{\text{component}}$ for electromechanical relays.
:name: eee-table4-128
:header-rows: 1
:widths: 60 25 15

*   - Electromechanical relays: Component quality assurance level
    - Position relative to the state of the art
    - $\text{QA}_{\text{component}}$
*   - Qualification according to one of the following standards: ESCC 360x, NASDA-QTS-39016A or specific manufacturer specifications based on ESCC
    - Higher
    - 3
*   - Qualification according to one of the following standards: MIL-PRF-39016 (or 83536 or 6106) level R, MIL-PRF-39016 (or 83536 or 6106) level P, NASDA-QTS-6106A
    - Equivalent
    - 2
*   - Qualification according to one of the following approved {term}`EIA`, IEC, SAE, {term}`BS`
    - Lower
    - 1
*   - No information
    - Much
    - 0
```

> **d) Determination of the $\Pi_{\text{Process}}$ factor**

The $\Pi_{\text{Process}}$ factor is determined according to the formula presented in {numref}`eee_8_3_2_3`.

**Summary or the Relays family 09**

<table class="myTable">
    <thead>
        <th><strong>Section</strong></th>
        <th><strong>Component types</strong></th>
        <th><strong>Modifications and adaptations for space applications</strong></th>
    </thead>
    <tr>
        <td></td>
        <td></td>
        <td>
            <p>Addition of the model for bi-stable relays (identical to the model for mono-stable relays)</p>
            <p>Value of Π<sub>Chemical</sub> equal to 0</p>
            <p>Value of Π<sub>manoeuvres</sub> equal to 1</p>
            <p>Removal of the humidity stress</p>
        </td>
    </tr>
</table>

(eee_8_3_5_10)=
## Resistors (family 10)

Resistors are classified as family 10 in {term}`EPPL` {cite:p}`eee-EPPL007-37`. 

All resistors used for Space applications can be modelled through FIDES.

The following table presents the different subfamilies and the corresponding models with the FIDES method, giving the pages where it can be found in both versions (2009 & 2021), for information.

<input type="text" class="myInput" id="myInput" onkeyup="searchTableJupyter(this, 'eee_table4_129')"
    placeholder="Search table...">

```{list-table} Groups of resistors.
:name: eee-table4-129

* - <table class="myTable" id="eee_table4_129">
        <thead>
            <tr>
                <th rowspan="2"><strong>Groups of resistors</strong></th>
                <th colspan="2"><strong>Models in FIDES 2009</strong></th>
                <th rowspan="2"><strong>Proposed models in FIDES</strong></th>
                <th rowspan="2"><strong>Remarks</strong></th>
            </tr>
            <tr>
                <th>2009</th>
                <th>2021</th>
            </tr>
        </thead>
        <tr>
            <td>01 Metal Oxide</td>
            <td>
                <p>p130</p>
                <p>p130</p>
                <p>p130</p>
            </td>
            <td>
                <p>p146</p>
                <p>p146</p>
                <p>p146</p>
            </td>
            <td>
                <p>No more present in the EPPL but recommendation to use</p>
                <p>“High stability bulk metal foil accuracy resistor”,</p>
                <p>“Power film resistor” and</p>
                <p>“Minimelf high stability (RS) common (RC) low power film resistor”</p>
            </td>
            <td>
                <p>ECRE_08</p>
                <p>ECRE_02</p>
                <p>ECRE_01</p>
            </td>
        </tr>
        <tr>
            <td>02 Wirewound Precision (including Surface Mount)</td>
            <td>p130</td>
            <td>p146</td>
            <td>No more present in the EPPL but recommendation to use “Power wirewound resistor”</td>
            <td>ECRE_04</td>
        </tr>
        <tr>
            <td>03 Wirewound Chassis Mounted</td>
            <td>p130</td>
            <td>p146</td>
            <td>No more present in the EPPL but recommendation to use “Power wirewound resistor”</td>
            <td>ECRE_04</td>
        </tr>
        <tr>
            <td>04 Variables (trimmer)</td>
            <td>No</td>
            <td>No</td>
            <td>As trimmers are not allowed for space applications according to ECSS-Q-60, no model is provided for this
                group</td>
            <td>NA</td>
        </tr>
        <tr>
            <td>05 Composition</td>
            <td>No</td>
            <td>No</td>
            <td>No more present in the EPPL</td>
            <td>NA</td>
        </tr>
        <tr>
            <td>07 Shunt</td>
            <td>
                <p>p130</p>
                <p>p130</p>
            </td>
            <td>
                <p>p146</p>
                <p>p146</p>
            </td>
            <td>
                <p>For power shunt: “Power wirewound resistor”</p>
                <p>For current sensor low power shunt: “High stability bulk metal foil accuracy resistor”</p>
            </td>
            <td>
                <p>ECRE_04</p>
                <p>ECRE_08</p>
            </td>
        </tr>
        <tr>
            <td>08 Metal Film</td>
            <td>
                <p>p130</p>
                <p>p130</p>
                <p>p130</p>
            </td>
            <td>
                <p>p146</p>
                <p>p146</p>
                <p>p146</p>
            </td>
            <td>
                <p>“High stability bulk metal foil accuracy resistor”,</p>
                <p>“Power film resistor” and</p>
                <p>“Minimelf high stability (RS) common (RC) low power film resistor”</p>
            </td>
            <td>
                <p>ECRE_08</p>
                <p>ECRE_02</p>
                <p>ECRE_01</p>
            </td>
        </tr>
        <tr>
            <td>09 Chip (all)</td>
            <td>p130</td>
            <td>p146</td>
            <td>“Resistive chip”</td>
            <td>ECRE_06</td>
        </tr>
        <tr>
            <td>10 Network (all)</td>
            <td>p130</td>
            <td>p146</td>
            <td>“SMD resistive network”</td>
            <td>ECRE_07</td>
        </tr>
        <tr>
            <td>11 Heaters, Flexible</td>
            <td>No</td>
            <td>No</td>
            <td>Heaters and flexibles are not modelled in any standard</td>
            <td>NA</td>
        </tr>
    </table>
```

```{admonition} Note
:class: note

HFRF resistors can also be modelled with FIDES, with the HFRF model.
```

**General model for the resistors family:**

````{admonition} Equation
:class: equation
```{math}
:label: Equation_1_138
\lambda = \lambda_{\text{Physical}} \cdot \Pi_{\text{PM}} \cdot \Pi_{\text{LF}} \cdot \Pi_{\text{Process}}
```
-   $\lambda_{\text{Physical}}$ the physical contribution for each component,

-   $\Pi_{\text{PM}}$ the quality and technical control over manufacturing of the item,

-   $\Pi_{\text{Process}}$ the quality and technical control over the development, manufacturing and use process for the product containing the item,

-   $\Pi_{\text{LF}}$ the factor representing the process to become lead-free if it has to be considered for Space applications, it is equal to 1 (see {numref}`eee_8_3`).
````

With process factor $\Pi_{\text{Process}}$ according to {numref}`eee_8_3_2_1`.

> **a) Mission profile**

In order to model the reliability for each component of a unit, it is necessary to define the mission profile corresponding to the unit under consideration. See {numref}`eee_8_3_1` for details.

> **b) Calculation of $\lambda_{\text{Physical}}$**

````{admonition} Equation
:class: equation
```{math}
:label: Equation_1_139
\lambda_{\text{Physical}} = \lambda_{O_{\text{Resistor}}} \cdot \sum_{i}^{\text{Phases}}{\frac{\left( t_{\text{phase}} \right)_{i}}{t_{\text{total}}} \cdot \left( \Pi_{\text{Thermal}} + \Pi_{\text{TCy}} + \Pi_{\text{Mechanical}} + \Pi_{\text{RH}} \right)_{i}} \cdot \left( \Pi_{\text{induced}} \right)_{i}
```
````

$\lambda_{O_{\text{Resistor}}}$ corresponds to the basic failure rate defined for sub-groups within the mentioned groups:

<input type="text" class="myInput" id="myInput" onkeyup="searchTableJupyter(this, 'eee-table4-130')" placeholder="Search table...">

```{list-table} Basic failure rates for resistors.
:name: eee-table4-130
:header-rows: 1
:widths: 30 40 30

*   - Groups
    - Type of resistor
    - $\lambda_{O_{\text{Resistor}}}$
*   - 1, 8, 9b
    - Power film
    - 0.4
*   - 2, 3
    - Power wirewound
    - 0.4
*   - 1, 8, 9a
    - High stability
    - from 0.14 to 0.25 in {cite:p}`eee-UTE-C80-811` page 131
*   - 1, 8, 9c
    - Minimelf
    - 0.1
*   - 10
    - SMD resistive network
    - 0.01 $\sqrt{N_{R}}$
```

With $N_{R}$ as the number of resistors in the network.

**Physical stresses for the resistors family:**

````{admonition} Equation
:class: equation
```{math}
:label: Equation_1_140
\Pi_{\text{Thermal}} = \gamma_{TH\_ EL} \cdot exp\left\lbrack 11604 \cdot E_{a} \cdot \left( \frac{1}{293} - \frac{1}{{273 + T}_{board\_ ref} + A \cdot \frac{P_{\text{applied}}}{P_{\text{rated}}}} \right) \right\rbrack
```
````

$E_{a}$ = 0.15eV;

$\gamma_{TH\_ EL}$ and $A$ depend on the type of resistors:

<input type="text" class="myInput" id="myInput" onkeyup="searchTableJupyter(this, 'eee-table4-131')" placeholder="Search table...">

```{list-table} Values of $\gamma_{TH\_ EL}$ for resistors.
:name: eee-table4-131
:header-rows: 1
:widths: 20 40 20 20

*   - Groups
    - Type of resistor
    - $A$
    - $\gamma_{TH\_ EL}$
*   - 1, 8, 9b
    - Power film
    - 130
    - 0.04
*   - 2, 3
    - Power wirewound
    - 130
    - 0.01
*   - 1, 8, 9a
    - High stability
    - 85
    - from 0.07 to 0.18 in {cite:p}`eee-UTE-C80-811` page 131
*   - 1, 8, 9c
    - Minimelf
    - 85
    - 0.04
*   - 10
    - SMD resistive network
    - 70
    - 0.01
```

All other parameters are issued from the mission profile.

````{admonition} Equation
:class: equation
```{math}
:label: Equation_1_141
\Pi_{\text{Tcy}} = \gamma_{\text{TCy}} \cdot \left( \frac{{12 \cdot N}_{cy\_ phase}}{t_{\text{phase}}} \right) \cdot \left( \frac{min(\theta_{\text{cy}},2)}{2} \right)^{\frac{1}{3}} \cdot \left( \frac{\text{ΔT}_{\text{cycling}}}{20} \right)^{1.9} \cdot exp\left\lbrack 1414 \cdot \left( \frac{1}{313} - \frac{1}{{273 + T}_{max\_ cycling}} \right) \right\rbrack
```
````

$\gamma_{\text{TCy}}$ depends on the type of resistors:

<input type="text" class="myInput" id="myInput" onkeyup="searchTableJupyter(this, 'eee-table4-132')" placeholder="Search table...">

```{list-table} Values of $\gamma_{\text{TCy}}$ for resistors.
:name: eee-table4-132
:header-rows: 1
:widths: 30 40 30

*   - Groups
    - Type of resistor
    - $\gamma_{\text{TCy}}$
*   - 1, 8, 9b
    - Power film
    - 0.89
*   - 2, 3
    - Power wirewound
    - 0.97
*   - 1, 8, 9a
    - High stability
    - from 0.43 to 0.55 in {cite:p}`eee-UTE-C80-811` page 131
*   - 1, 8, 9c
    - Minimelf
    - 0.89
*   - 10
    - SMD resistive network
    - 0.97
```

````{admonition} Equation
:class: equation
```{math}
:label: Equation_1_142
\Pi_{\text{Mechanical}} = \gamma_{\text{Mech}} \cdot \left( \frac{G_{\text{rms}}}{0.5} \right)^{1.5}
```
````

$\gamma_{\text{Mech}}$ depends on the type of resistors:

<input type="text" class="myInput" id="myInput" onkeyup="searchTableJupyter(this, 'eee-table4-133')" placeholder="Search table...">

```{list-table} Values of $\gamma_{\text{Mech}}$ for resistors.
:name: eee-table4-133
:header-rows: 1
:widths: 30 40 30

*   - Groups
    - Type of resistor
    - $\gamma_{\text{Mech}}$
*   - 1, 8, 9b
    - Power film
    - 0.01
*   - 2, 3
    - Power wirewound
    - 0.01
*   - 1, 8, 9a
    - High stability
    - from 0.05 to 0.08 in {cite:p}`eee-UTE-C80-811` page 131
*   - 1, 8, 9c
    - Minimelf
    - 0.01
*   - 10
    - SMD resistive network
    - 0.01
```

All other parameters are issued from the mission profile. 

````{admonition} Equation
:class: equation
```{math}
:label: Equation_1_143
\Pi_{\text{RH}} = {\gamma_{\text{RH}} \cdot \left( \frac{\text{RH}_{board\_ ref}}{70} \right)}^{4.4} \cdot \ exp\left\lbrack 11604 \cdot 0.9 \cdot \left( \frac{1}{293} - \frac{1}{{273 + T}_{board\_ ref} + A \cdot \frac{P_{\text{applied}}}{P_{\text{rated}}}} \right) \right\rbrack
```
````

$\gamma_{\text{RH}}$ depends on the type of resistors:

<input type="text" class="myInput" id="myInput" onkeyup="searchTableJupyter(this, 'eee-table4-134')" placeholder="Search table...">

```{list-table} Values of $\gamma_{\text{RH}}$ for resistors.
:name: eee-table4-134
:header-rows: 1
:widths: 30 40 30

*   - Groups
    - Type of resistor
    - $\gamma_{\text{RH}}$
*   - 1, 8, 9b
    - Power film
    - 0.06
*   - 2, 3
    - Power wirewound
    - 0.01
*   - 1, 8, 9a
    - High stability
    - from 0.26 to 0.41 in {cite:p}`eee-UTE-C80-811` page 131
*   - 1, 8, 9c
    - Minimelf
    - 0.06
*   - 10
    - SMD resistive network
    - 0.01
```

All other parameters are issued from the mission profile. 

**Induced factor $\Pi_{\text{induced}}$**

The $\Pi_{\text{induced}}$ factor allows taking into account the influence of the mission profile as described in {numref}`eee_8_3_1`. Its formula is:

````{admonition} Equation
:class: equation
```{math}
:label: Equation_1_144
\Pi_{\text{induced}\_ i} = \left( \Pi_{\text{placement}\_ i} \cdot \Pi_{\text{application}\_ i} \cdot \Pi_{\text{ruggedising}} \right)^{0.511 \cdot ln(C_{\text{sensitivity}})}
```
````

> $\Pi_{placement}$

The Pi Placement depends on the function, there are 6 choices to choose as recalled here from Table XX:

<input type="text" class="myInput" id="myInput" onkeyup="searchTableJupyter(this, 'eee-table4-135')" placeholder="Search table...">

```{list-table} Recommendation for the definition of parameter $\Pi_{\text{placement}\_ i}$.
:name: eee-table4-135
:header-rows: 1
:widths: 70 30

*   - Description of the placement influence
    - $\Pi_{\text{placement}\_ i}$
*   - Digital non-interface function
    - 1.0
*   - Digital interface function
    - 1.6
*   - Analog low-level non-interface function (<1A)
    - 1.3
*   - Analog low-level interface function (<1A)
    - 2.0
*   - Analog power non-interface function (≥1A)
    - 1.6
*   - Analog power interface function (≥1A)
    - 2.5
```

> $\Pi_{\text{application}}$

$\Pi_{\text{application}}$ represents the influence of the type of application and the environment of the product containing the part. This factor varies depending on the phase of the profile.

It is evaluated through the questions presented in the following table and addressed in {numref}`eee_8_3_2_19`:

<input type="text" class="myInput" id="myInput" onkeyup="searchTableJupyter(this, 'eee_table4_136')"
    placeholder="Search table...">

```{list-table} Recommended parameters for $\Pi_{\text{application}\_ i}$ for the launch, time to reach orbit and in-orbit
:name: eee-table4-136

* - <table class="myTable" id="eee_table4_136">
        <thead>
            <th>
                <p><strong>Criterion</strong></p>
            </th>
            <th>
                <p><strong>Description</strong></p>
            </th>
            <th>
                <p><strong>Levels</strong></p>
            </th>
            <th>
                <p><strong>Examples and comments</strong></p>
            </th>
            <th>
                <p><strong>Weight</strong></p>
                <p><strong>POS</strong></p>
            </th>
        </thead>
        <tr>
            <td>
                <p>User type in the phase considered</p>
            </td>
            <td>
                <p>Represents the capability to respect procedures, facing operational constraints.</p>
            </td>
            <td>
                <p><strong>0: Favourable</strong></p>
                <p>1: Moderate</p>
                <p>2: Unfavourable</p>
            </td>
            <td>
                <p><strong>0: Industry</strong></p>
                <p>1: General public</p>
                <p>2: Military</p>
                <p>The most severe level must be adopted for military applications</p>
            </td>
            <td>
                <p>20</p>
            </td>
        </tr>
        <tr>
            <td>
                <p>User qualification level in the phase considered</p>
            </td>
            <td>
                <p>Represents the level of control of the user or the worker regarding an operational context</p>
            </td>
            <td>
                <p><strong>0: Favourable</strong></p>
                <p>1: Moderate</p>
                <p>2: Unfavourable</p>
            </td>
            <td>
                <p><strong>0: Highly qualified</strong></p>
                <p>1: Qualified</p>
                <p>2: Slightly qualified or with little experience</p>
                <p>In some phases, the user to be considered is the person who does the maintenance or servicing</p>
            </td>
            <td>
                <p>10</p>
            </td>
        </tr>
        <tr>
            <td>
                <p>System mobility</p>
            </td>
            <td>
                <p>Represents contingencies related to possibilities of the system being moved</p>
            </td>
            <td>
                <p><strong>0:Non aggressive</strong></p>
                <p>1: Moderate</p>
                <p>2: Severe</p>
            </td>
            <td>
                <p><strong>0: Few contingencies (fixed or stable environment)</strong></p>
                <p>1: Moderate contingencies</p>
                <p>2: Severe contingencies, large variability (automobile)</p>
            </td>
            <td>
                <p>4</p>
            </td>
        </tr>
        <tr>
            <td>
                <p>Product manipulation</p>
            </td>
            <td>
                <p>Represents the possibility of false manipulations, shocks, drops, etc .</p>
            </td>
            <td>
                <p><strong>0:Non aggressive</strong></p>
                <p>1: Moderate</p>
                <p>2: Severe</p>
            </td>
            <td>
                <p><strong>0: Not manipulated</strong></p>
                <p>1: Manipulation without displacement or disassembly</p>
                <p>2: Manipulation with displacement or disassembly</p>
                <p>The severe level should be adopted if maintenance on the product is possible in the phase
                    considered</p>
            </td>
            <td>
                <p>15</p>
            </td>
        </tr>
        <tr>
            <td>
                <p>Type of electrical network for the system</p>
            </td>
            <td>
                <p>Represents the level of electrical disturbance expected on power supplies, signals and electrical
                    lines: power on, switching, power supply, connection/disconnection</p>
            </td>
            <td>
                <p><strong>0:Non aggressive</strong></p>
                <p>1: Moderate</p>
                <p>2: Severe</p>
            </td>
            <td>
                <p><strong>0: Undisturbed network (dedicated regulated power supply)</strong></p>
                <p>1: Slightly disturbed network</p>
                <p>2: Network subject to disturbances (on board network)</p>
                <p>The network type is a system data but that can be broken down and related to specific products
                </p>
            </td>
            <td>
                <p>4</p>
            </td>
        </tr>
        <tr>
            <td>
                <p>Product exposure to human activity</p>
            </td>
            <td>
                <p>Represents exposure to contingencies related to human activity: shock, change in final use, etc.
                </p>
            </td>
            <td>
                <p><strong>0:Non aggressive</strong></p>
                <p>1: Moderate</p>
                <p>2: Severe</p>
            </td>
            <td>
                <p><strong>0: Uninhabitable zone</strong></p>
                <p>1: Possible activity in the product zone</p>
                <p>2: Normal activity in the product zone</p>
                <p>The product can be exposed to human activity even if it is not handled itself during normal use
                </p>
            </td>
            <td>
                <p>8</p>
            </td>
        </tr>
        <tr>
            <td>
                <p>Product exposure to machine disturbances</p>
            </td>
            <td>
                <p>Represents contingencies related to operation of machines, engines, actuators: shock,
                    overheating, electrical disturbances, pollutants, etc.</p>
            </td>
            <td>
                <p>0:Non aggressive</p>
                <p><strong>1: Moderate</strong></p>
                <p>2: Severe</p>
            </td>
            <td>
                <p>0: Null (telephone)</p>
                <p><strong>1: Indirect exposure (product in compartment)</strong></p>
                <p>2: Strong or direct exposure (product in engine area)</p>
            </td>
            <td>
                <p>3</p>
            </td>
        </tr>
        <tr>
            <td>
                <p>Product exposure to the weather</p>
            </td>
            <td>
                <p>Represents exposure to rain, hail, frost, sandstorm, lightning, dust</p>
            </td>
            <td>
                <p><strong>0:Non aggressive</strong></p>
                <p>1: Moderate</p>
                <p>2: Severe</p>
            </td>
            <td>
                <p><strong>0: Null (home)</strong></p>
                <p>1: Indirect exposure (compartment, station hall)</p>
                <p>2: Outdoors (automobile engine)</p>
            </td>
            <td>
                <p>2</p>
            </td>
        </tr>
    </table>
```

A mark is given for each level: 1 for level 0, 3.2 for level 1 and 10 for level 2. This mark is multiplied by the weight ($P_{os}$) and the sum of all the products is divided by 66. For the present application here, we consider $\Pi_{\text{application}}$ = 1.1, the value determined in the frame of an Airbus Defence & Space observation project, for all in flight phases.

```{admonition} Note
:class: note

In bold in the table are the levels considered for the space environment (orbit raising and orbit keeping). They represent the typical environment met in space for satellites, hence the figure can be used for all in flight phases for all projects provided they don't present a specific application; in that case, it has to be re-evaluated.
```

> $\Pi_{\text{ruggedising}}$

The ruggedising factor is determined through a 16 questions audit ensuring the evaluation of the procedures established to guarantee the safety and maintenance of the product and that the procedures are indeed applied. See {numref}`eee_8_3_2_17`.

> $C_{\text{sensitivity}}$

The induced factor $C_{\text{sensitivity}}$ presented in {numref}`eee_8_3_2_21` is provided in the following table:

```{list-table} Induced factor coefficient of sensitivity for resistors.
:name: eee-table4-137
:header-rows: 1
:widths: 70 30

*   - Technologies
    - $C_{\text{sensitivity}}$
*   - Power film
    - 2.25
*   - Power wirewound
    - 2.25
*   - High stability
    - 5.80
*   - Minimelf
    - 3.85
*   - SMD resistive network
    - 4.25
```

```{admonition} Note
:class: note

For the 2021 issue of FIDES, these values have been updated, as well the overall denomination of the categories of resistors.
```

> **c) Component manufacturing factor $\Pi_{\text{PM}}$**

The Part\_Manufacturing factor presented in {numref}`eee_8_3_3` represents the quality of the component. This factor transcribes the confidence that can be attributed to the way the part has been manufactured, through factors quantifying the manufacturing process of the part, the tests ran and the confidence in the manufacturer.

Its high level formula is

````{admonition} Equation
:class: equation
```{math}
:label: eq_eee_fam_25_1
{\pi_{\text{PM}} = e}^{1.39*\left( 1 - Part_{\text{Grade}} \right) - 0.69}
```

with

```{math}
:label: eq_eee_fam_26_1
Part\_ Grade = \ \frac{\left( \text{QA}_{\text{manufacturer}} + \text{QA}_{\text{component}} \right) \times \varepsilon}{24}
```
````

These parameters are determined through tables available in FIDES.

-  $\text{QA}_{\text{manufacturer}}$ is presented in {numref}`eee_8_3_3_2`

-   $\text{QA}_{\text{component}}$ is presented in {numref}`eee_8_3_3_3` and defined in {numref}`eee-table4-138`

-   $\text{RA}_{\text{component}}$ is presented in {numref}`eee_8_3_3_4`

-   $\epsilon$  is presented in {numref}`eee_8_3_3_7`

Component manufacturing factor $\pi_{\text{PM}}$ according to {numref}`eee_8_3_3` with component quality assurance levels $\text{QA}_{\text{component}}$ defined in the following tables:

<input type="text" class="myInput" id="myInput" onkeyup="searchTableJupyter(this, 'eee-table4-138')" placeholder="Search table...">

```{list-table} Recommendation for definition of parameter $\text{QA}_{\text{component}}$ for resistors.
:name: eee-table4-138
:header-rows: 1
:widths: 60 25 15

*   - Resistors: Component quality assurance level
    - Position relative to the state of the art
    - $\text{QA}_{\text{component}}$
*   - Qualification according to one of the following standards: AEC Q200, MIL-PRF-xxxx level T, MIL-PRF-xxxx level S, MIL-PRF-xxxx level R, ESCC 400x, NASDA-QTS-xxxx class I (JAXA-QTS-2050D)
    - Higher
    - 3
*   - Qualification according to one of the following standards: MIL-PRF-xxx level P, NASDA-QTS-xxxx class II with identification of manufacturing sites for these standards, qualification according to approved {term}`CECC` standards.
    - Equivalent
    - 2
*   - Qualification according to MIL-PRF-xxxx level M, or qualification program internal to the manufacturer and unidentified manufacturing sites
    - Lower
    - 1
*   - No information
    - Much
    - 0
```

> **d) Determination of the $\Pi_{\text{Process}}$ factor**

The $\Pi_{\text{Process}}$ factor is determined according to the formula presented in {numref}`eee_8_3_2_3`.

**Summary for the Resistors family 10**

<table class="myTable">
    <thead>
        <th><strong>Section</strong></th>
        <th><strong>Component types</strong></th>
        <th><strong>Modifications and adaptations for space applications</strong></th>
    </thead>
    <tr>
        <td>10</td>
        <td>Resistors</td>
        <td>
            <p>-</p>
        </td>
    </tr>
</table>



(eee_8_3_5_11)=
## Thermistors (family 11)

Thermistors are classified as family 11 in {term}`EPPL` {cite:p}`eee-EPPL007-37`. 

FIDES does not present models for thermistors, hence the models detailed hereafter as based on resistors models. The pages where the models can be found in the two versions of the FIDES guide (2009 & 2021) are provided in the following table.

<input type="text" class="myInput" id="myInput" onkeyup="searchTableJupyter(this, 'eee_table4_139')"
    placeholder="Search table...">

```{list-table} Groups of thermistors.
:name: eee-table4-139

* - <table class="myTable" id="eee_table4_139">
        <thead>
            <tr>
                <th rowspan="2"><strong>Groups of thermistors</strong></th>
                <th colspan="2"><strong>Models in FIDES 2009</strong></th>
                <th rowspan="2"><strong>Proposed models in FIDES</strong></th>
                <th rowspan="2"><strong>Remarks</strong></th>
            </tr>
            <tr>
                <th>2009</th>
                <th>2021</th>
            </tr>
        </thead>
        <tr>
            <td>01 Temperature compensating</td>
            <td>
                <p>No/Yes</p>
                <p>p130</p>
            </td>
            <td>
                <p>No/Yes</p>
                <p>p146</p>
            </td>
            <td>
                <p>"“Minimelf" high stability (RS) common (RC) low power film resistor”,</p>
                <p>“Low power wirewound accuracy resistor”,</p>
                <p>“High stability bulk metal foil accuracy resistor”</p>
            </td>
            <td>
                <p>ECRE_01</p>
                <p>ECRE_03</p>
                <p>ECRE_08</p>
            </td>
        </tr>
        <tr>
            <td>02 Temperature measuring</td>
            <td>
                <p>No/Yes</p>
                <p>p130</p>
            </td>
            <td>
                <p>No/Yes</p>
                <p>p146</p>
            </td>
            <td>
                <p>"“Minimelf" high stability (RS) common (RC) low power film resistor”,</p>
                <p>“Low power wirewound accuracy resistor”,</p>
                <p>“High stability bulk metal foil accuracy resistor”</p>
            </td>
            <td>
                <p>ECRE_01</p>
                <p>ECRE_03</p>
                <p>ECRE_08</p>
            </td>
        </tr>
        <tr>
            <td>03 Temperature sensor</td>
            <td>
                <p>No/Yes</p>
                <p>p130</p>
            </td>
            <td>
                <p>No/Yes</p>
                <p>p146</p>
            </td>
            <td>
                <p>"“Minimelf" high stability (RS) common (RC) low power film resistor”,</p>
                <p>“Low power wirewound accuracy resistor”,</p>
                <p>“High stability bulk metal foil accuracy resistor”</p>
            </td>
            <td>
                <p>ECRE_01</p>
                <p>ECRE_03</p>
                <p>ECRE_08</p>
            </td>
        </tr>
    </table>
```

**General model for the thermistors family**

````{admonition} Equation
:class: equation
```{math}
:label: Equation_1_145
\lambda = \lambda_{\text{Physical}} \cdot \Pi_{\text{PM}} \cdot \Pi_{\text{LF}} \cdot \Pi_{\text{Process}}
```
-   $\lambda_{\text{Physical}}$ the physical contribution for each component,

-   $\Pi_{\text{PM}}$ the quality and technical control over manufacturing of the item,

-   $\Pi_{\text{Process}}$ the quality and technical control over the development, manufacturing and use process for the product containing the item, see {numref}`eee_8_3_2_1`,

-   $\Pi_{\text{LF}}$ the factor representing the process to become lead-free if it has to be considered for Space applications, it is equal to 1 (see {numref}`eee_8_3`).
````

All this being based on a mission profile to be defined for the whole unit.

> **a) Mission profile**

In order to model the reliability for each component of a unit, it is necessary to define the mission profile corresponding to the unit under consideration. See {numref}`eee_8_3_1` for details.

> **b) Calculation of $\lambda_{\text{Physical}}$**

````{admonition} Equation
:class: equation
```{math}
:label: Equation_1_146
\lambda_{\text{Physical}} = \lambda_{O_{\text{Thermistor}}} \cdot \sum_{i}^{\text{Phases}}{\frac{\left( t_{\text{phase}} \right)_{i}}{t_{\text{total}}} \cdot \left( \Pi_{\text{Thermal}} + \Pi_{\text{TCy}} + \Pi_{\text{Mechanical}} + \Pi_{\text{RH}} \right)_{i}} \cdot \left( \Pi_{\text{induced}} \right)_{i}
```
````

$\lambda_{O_{\text{Thermistor}}}$ corresponds to the basic failure rate defined for sub-groups within the mentioned groups:

<input type="text" class="myInput" id="myInput" onkeyup="searchTableJupyter(this, 'eee-table4-140')" placeholder="Search table...">

```{list-table} Basic failure rates for thermistors.
:name: eee-table4-140
:header-rows: 1
:widths: 30 40 30

*   - Groups
    - Type of resistor
    - $\lambda_{O_{\text{Thermistor}}}$
*   - 1, 2, 3
    - Low power wirewound
    - 0.3
*   - 1, 2, 3
    - High stability
    - from 0.14 to 0.25 in FIDES page 131
*   - 1, 2, 3
    - Minimelf
    - 0.1
```

**Physical stresses for the thermistors family:**

````{admonition} Equation
:class: equation
```{math}
:label: Equation_1_147
\Pi_{\text{Thermal}} = \gamma_{TH\_ EL} \cdot exp\left\lbrack 11604 \cdot E_{a} \cdot \left( \frac{1}{293} - \frac{1}{{273 + T}_{board\_ ref} + A \cdot \frac{P_{\text{applied}}}{P_{\text{rated}}}} \right) \right\rbrack
```
````

$E_{a}$ = 0.15eV;

$\gamma_{TH\_ EL}$ and $A$ depend on the type of thermistors:

<input type="text" class="myInput" id="myInput" onkeyup="searchTableJupyter(this, 'eee-table4-141')" placeholder="Search table...">

```{list-table} Values of $\gamma_{TH\_ EL}$ for thermistors.
:name: eee-table4-141
:header-rows: 1
:widths: 20 40 20 20

*   - Groups
    - Type of resistor
    - $A$
    - $\gamma_{TH\_ EL}$
*   - 1, 2, 3
    - Low power wirewound
    - 30
    - 0.02
*   - 1, 2, 3
    - High stability
    - 85
    - from 0.07 to 0.18 in FIDES page 131
*   - 1, 2, 3
    - Minimelf
    - 85
    - 0.04
```

All other parameters are issued from the mission profile.

````{admonition} Equation
:class: equation
```{math}
:label: Equation_1_148
\Pi_{\text{Tcy}} = \gamma_{\text{TCy}} \cdot \left( \frac{{12 \cdot N}_{cy\_ phase}}{t_{\text{phase}}} \right) \cdot \left( \frac{min(\theta_{\text{cy}},2)}{2} \right)^{\frac{1}{3}} \cdot \left( \frac{\text{ΔT}_{\text{cycling}}}{20} \right)^{1.9} \cdot exp\left\lbrack 1414 \cdot \left( \frac{1}{313} - \frac{1}{{273 + T}_{max\_ cycling}} \right) \right\rbrack
```
````

$\gamma_{\text{TCy}}$ depends on the type of thermistors:

<input type="text" class="myInput" id="myInput" onkeyup="searchTableJupyter(this, 'eee-table4-142')" placeholder="Search table...">

```{list-table} Values of $\gamma_{\text{TCy}}$ for thermistors.
:name: eee-table4-142
:header-rows: 1
:widths: 30 40 30

*   - Groups
    - Type of resistor
    - $\gamma_{\text{TCy}}$
*   - 1, 2, 3
    - Low power wirewound
    - 0.96
*   - 1, 2, 3
    - High stability
    - from 0.43 to 0.55 in FIDES p131
*   - 1, 2, 3
    - Minimelf
    - 0.89
```

All other parameters are issued from the mission profile. 

````{admonition} Equation
:class: equation
```{math}
:label: Equation_1_149
\Pi_{\text{Mechanical}} = \gamma_{\text{Mech}} \cdot \left( \frac{G_{\text{rms}}}{0.5} \right)^{1.5}
```
````

$\gamma_{\text{Mech}}$ depends on the type of thermistors:

<input type="text" class="myInput" id="myInput" onkeyup="searchTableJupyter(this, 'eee-table4-143')" placeholder="Search table...">

```{list-table} Values of $\gamma_{\text{Mech}}$ for thermistors.
:name: eee-table4-143
:header-rows: 1
:widths: 30 40 30

*   - Groups
    - Type of resistor
    - $\gamma_{\text{Mech}}$
*   - 1, 2, 3
    - Low power wirewound
    - 0.01
*   - 1, 2, 3
    - High stability
    - from 0.05 to 0.08 in FIDES p131
*   - 1, 2, 3
    - Minimelf
    - 0.01
```

All other parameters are issued from the mission profile. 

````{admonition} Equation
:class: equation
```{math}
:label: Equation_1_150
Pi_{\text{RH}} = {\gamma_{\text{RH}} \cdot \left( \frac{\text{RH}_{board\_ ref}}{70} \right)}^{4.4} \cdot \ exp\left\lbrack 11604 \cdot 0.9 \cdot \left( \frac{1}{293} - \frac{1}{{273 + T}_{board\_ ref} + A \cdot \frac{P_{\text{applied}}}{P_{\text{rated}}}} \right) \right\rbrack
```
````

$\gamma_{\text{RH}}$ depends on the type of thermistors:

<input type="text" class="myInput" id="myInput" onkeyup="searchTableJupyter(this, 'eee-table4-144')" placeholder="Search table...">

```{list-table} Values of $\gamma_{\text{RH}}$ for thermistors.
:name: eee-table4-144
:header-rows: 1
:widths: 30 40 30

*   - Groups
    - Type of resistor
    - $\gamma_{\text{RH}}$
*   - 1, 2, 3
    - Low power wirewound
    - 0.01
*   - 1, 2, 3
    - High stability
    - from 0.26 to 0.41 in FIDES p131
*   - 1, 2, 3
    - Minimelf
    - 0.06
```

**Induced factor $\Pi_{\text{induced}}$**

The $\Pi_{\text{induced}}$ factor allows taking into account the influence of the mission profile as described in {numref}`eee_8_3_1`. Its formula is:

````{admonition} Equation
:class: equation
```{math}
:label: Equation_1_151
\Pi_{\text{induced}\_ i} = \left( \Pi_{\text{placement}\_ i} \cdot \Pi_{\text{application}\_ i} \cdot \Pi_{\text{ruggedising}} \right)^{0.511 \cdot ln(C_{\text{sensitivity}})}
```
````

> $\Pi_{placement}$

The Pi Placement depends on the function, there are 6 choices to choose as recalled here from Table XX:

<input type="text" class="myInput" id="myInput" onkeyup="searchTableJupyter(this, 'eee-table4-145')" placeholder="Search table...">

```{list-table} Recommendation for the definition of parameter $\Pi_{\text{placement}\_ i}$.
:name: eee-table4-145
:header-rows: 1
:widths: 70 30

*   - Description of the placement influence
    - $\Pi_{\text{placement}\_ i}$
*   - Digital non-interface function
    - 1.0
*   - Digital interface function
    - 1.6
*   - Analog low-level non-interface function (<1A)
    - 1.3
*   - Analog low-level interface function (<1A)
    - 2.0
*   - Analog power non-interface function (≥1A)
    - 1.6
*   - Analog power interface function (≥1A)
    - 2.5
```

> $\Pi_{\text{application}}$

$\Pi_{\text{application}}$ represents the influence of the type of application and the environment of the product containing the part. This factor varies depending on the phase of the profile.

It is evaluated through the questions presented in the following table and addressed in {numref}`eee_8_3_2_19`:

<input type="text" class="myInput" id="myInput" onkeyup="searchTableJupyter(this, 'eee_table4_146')"
    placeholder="Search table...">

```{list-table} Recommended parameters for $\Pi_{\text{application}\_ i}$ for the launch, time to reach orbit and in-orbit
:name: eee-table4-146

* - <table class="myTable" id="eee_table4_146">
        <thead>
            <th>
                <p><strong>Criterion</strong></p>
            </th>
            <th>
                <p><strong>Description</strong></p>
            </th>
            <th>
                <p><strong>Levels</strong></p>
            </th>
            <th>
                <p><strong>Examples and comments</strong></p>
            </th>
            <th>
                <p><strong>Weight</strong></p>
                <p><strong>POS</strong></p>
            </th>
        </thead>
        <tr>
            <td>
                <p>User type in the phase considered</p>
            </td>
            <td>
                <p>Represents the capability to respect procedures, facing operational constraints.</p>
            </td>
            <td>
                <p><strong>0: Favourable</strong></p>
                <p>1: Moderate</p>
                <p>2: Unfavourable</p>
            </td>
            <td>
                <p><strong>0: Industry</strong></p>
                <p>1: General public</p>
                <p>2: Military</p>
                <p>The most severe level must be adopted for military applications</p>
            </td>
            <td>
                <p>20</p>
            </td>
        </tr>
        <tr>
            <td>
                <p>User qualification level in the phase considered</p>
            </td>
            <td>
                <p>Represents the level of control of the user or the worker regarding an operational context</p>
            </td>
            <td>
                <p><strong>0: Favourable</strong></p>
                <p>1: Moderate</p>
                <p>2: Unfavourable</p>
            </td>
            <td>
                <p><strong>0: Highly qualified</strong></p>
                <p>1: Qualified</p>
                <p>2: Slightly qualified or with little experience</p>
                <p>In some phases, the user to be considered is the person who does the maintenance or servicing</p>
            </td>
            <td>
                <p>10</p>
            </td>
        </tr>
        <tr>
            <td>
                <p>System mobility</p>
            </td>
            <td>
                <p>Represents contingencies related to possibilities of the system being moved</p>
            </td>
            <td>
                <p><strong>0:Non aggressive</strong></p>
                <p>1: Moderate</p>
                <p>2: Severe</p>
            </td>
            <td>
                <p><strong>0: Few contingencies (fixed or stable environment)</strong></p>
                <p>1: Moderate contingencies</p>
                <p>2: Severe contingencies, large variability (automobile)</p>
            </td>
            <td>
                <p>4</p>
            </td>
        </tr>
        <tr>
            <td>
                <p>Product manipulation</p>
            </td>
            <td>
                <p>Represents the possibility of false manipulations, shocks, drops, etc .</p>
            </td>
            <td>
                <p><strong>0:Non aggressive</strong></p>
                <p>1: Moderate</p>
                <p>2: Severe</p>
            </td>
            <td>
                <p><strong>0: Not manipulated</strong></p>
                <p>1: Manipulation without displacement or disassembly</p>
                <p>2: Manipulation with displacement or disassembly</p>
                <p>The severe level should be adopted if maintenance on the product is possible in the phase
                    considered</p>
            </td>
            <td>
                <p>15</p>
            </td>
        </tr>
        <tr>
            <td>
                <p>Type of electrical network for the system</p>
            </td>
            <td>
                <p>Represents the level of electrical disturbance expected on power supplies, signals and electrical
                    lines: power on, switching, power supply, connection/disconnection</p>
            </td>
            <td>
                <p><strong>0:Non aggressive</strong></p>
                <p>1: Moderate</p>
                <p>2: Severe</p>
            </td>
            <td>
                <p><strong>0: Undisturbed network (dedicated regulated power supply)</strong></p>
                <p>1: Slightly disturbed network</p>
                <p>2: Network subject to disturbances (on board network)</p>
                <p>The network type is a system data but that can be broken down and related to specific products
                </p>
            </td>
            <td>
                <p>4</p>
            </td>
        </tr>
        <tr>
            <td>
                <p>Product exposure to human activity</p>
            </td>
            <td>
                <p>Represents exposure to contingencies related to human activity: shock, change in final use, etc.
                </p>
            </td>
            <td>
                <p><strong>0:Non aggressive</strong></p>
                <p>1: Moderate</p>
                <p>2: Severe</p>
            </td>
            <td>
                <p><strong>0: Uninhabitable zone</strong></p>
                <p>1: Possible activity in the product zone</p>
                <p>2: Normal activity in the product zone</p>
                <p>The product can be exposed to human activity even if it is not handled itself during normal use
                </p>
            </td>
            <td>
                <p>8</p>
            </td>
        </tr>
        <tr>
            <td>
                <p>Product exposure to machine disturbances</p>
            </td>
            <td>
                <p>Represents contingencies related to operation of machines, engines, actuators: shock,
                    overheating, electrical disturbances, pollutants, etc.</p>
            </td>
            <td>
                <p>0:Non aggressive</p>
                <p><strong>1: Moderate</strong></p>
                <p>2: Severe</p>
            </td>
            <td>
                <p>0: Null (telephone)</p>
                <p><strong>1: Indirect exposure (product in compartment)</strong></p>
                <p>2: Strong or direct exposure (product in engine area)</p>
            </td>
            <td>
                <p>3</p>
            </td>
        </tr>
        <tr>
            <td>
                <p>Product exposure to the weather</p>
            </td>
            <td>
                <p>Represents exposure to rain, hail, frost, sandstorm, lightning, dust</p>
            </td>
            <td>
                <p><strong>0:Non aggressive</strong></p>
                <p>1: Moderate</p>
                <p>2: Severe</p>
            </td>
            <td>
                <p><strong>0: Null (home)</strong></p>
                <p>1: Indirect exposure (compartment, station hall)</p>
                <p>2: Outdoors (automobile engine)</p>
            </td>
            <td>
                <p>2</p>
            </td>
        </tr>
    </table>
```

A mark is given for each level: 1 for level 0, 3.2 for level 1 and 10 for level 2. This mark is multiplied by the weight ($P_{os}$) and the sum of all the products is divided by 66. For the present application here, we consider $\Pi_{\text{application}}$ = 1.1, the value determined in the frame of an Airbus Defence & Space observation project, for all in flight phases.

```{admonition} Note
:class: note

In bold in the table are the levels considered for the space environment (orbit raising and orbit keeping). They represent the typical environment met in space for satellites, hence the figure can be used for all in flight phases for all projects provided they don't present a specific application; in that case, it has to be re-evaluated.
```

> $\Pi_{\text{ruggedising}}$

The ruggedising factor is determined through a 16 questions audit ensuring the evaluation of the procedures established to guarantee the safety and maintenance of the product and that the procedures are indeed applied. See {numref}`eee_8_3_2_17`.

> $C_{\text{sensitivity}}$

The induced factor $C_{\text{sensitivity}}$ presented in {numref}`eee_8_3_2_21` is provided in the following table:

```{list-table} Induced factor coefficient of sensitivity for thermistors.
:name: eee-table4-147
:header-rows: 1
:widths: 70 30

*   - Technologies
    - $C_{\text{sensitivity}}$
*   - Low power wirewound
    - 1.75
*   - High stability
    - 5.80
*   - Minimelf
    - 3.85
```

```{admonition} Note
:class: note

For the 2021 issue of FIDES, these values have been updated to 1.83, 4.95 and 3.55.
```

> **c) Component manufacturing factor $\Pi_{\text{PM}}$**

The Part\_Manufacturing factor presented in {numref}`eee_8_3_3` represents the quality of the component. This factor transcribes the confidence that can be attributed to the way the part has been manufactured, through factors quantifying the manufacturing process of the part, the tests ran and the confidence in the manufacturer.

Its high level formula is

````{admonition} Equation
:class: equation
```{math}
:label: eq_eee_fam_27
{\pi_{\text{PM}} = e}^{1.39*\left( 1 - Part_{\text{Grade}} \right) - 0.69}
```

with

```{math}
:label: eq_eee_fam_28
Part\_ Grade = \ \frac{\left( \text{QA}_{\text{manufacturer}} + \text{QA}_{\text{component}} \right) \times \varepsilon}{24}
```
````

These parameters are determined through tables available in FIDES.

-  $\text{QA}_{\text{manufacturer}}$ is presented in {numref}`eee_8_3_3_2`

-   $\text{QA}_{\text{component}}$ is presented in {numref}`eee_8_3_3_3` and defined in {numref}`eee-table4-138`

-   $\text{RA}_{\text{component}}$ is presented in {numref}`eee_8_3_3_4`

-   $\epsilon$  is presented in {numref}`eee_8_3_3_7`

Component manufacturing factor $\pi_{\text{PM}}$ according to {numref}`eee_8_3_3` with component quality assurance levels $\text{QA}_{\text{component}}$ defined in the following tables:

<input type="text" class="myInput" id="myInput" onkeyup="searchTableJupyter(this, 'eee-table4-148')" placeholder="Search table...">

```{list-table} Recommendation for definition of parameter $\text{QA}_{\text{component}}$ for thermistors.
:name: eee-table4-148
:header-rows: 1
:widths: 60 25 15

*   - Thermistors: Component quality assurance level
    - Position relative to the state of the art
    - $\text{QA}_{\text{component}}$
*   - Qualification according to one of the following standards: AEC Q200, MIL-PRF-xxxx level T, MIL-PRF-xxxx level S, MIL-PRF-xxxx level R, ESCC 400x, NASDA-QTS-xxxx class I (JAXA-QTS-2050D)
    - Higher
    - 3
*   - Qualification according to one of the following standards: MIL-PRF-xxx level P, NASDA-QTS-xxxx class II with identification of manufacturing sites for these standards, qualification according to approved {term}`CECC` standards.
    - Equivalent
    - 2
*   - Qualification according to MIL-PRF-xxxx level M, or qualification program internal to the manufacturer and unidentified manufacturing sites
    - Lower
    - 1
*   - No information
    - Much
    - 0
```

> **d) Determination of the $\Pi_{\text{Process}}$ factor**

The $\Pi_{\text{Process}}$ factor is determined according to the formula presented in {numref}`eee_8_3_2_3`.

**Summary for the Thermistors family 10**

<table class="myTable">
    <thead>
        <th><strong>Section</strong></th>
        <th><strong>Component types</strong></th>
        <th><strong>Modifications and adaptations for space applications</strong></th>
    </thead>
    <tr>
        <td>11</td>
        <td>Thermistors</td>
        <td>
            <p>Addition of the model for thermistors</p>
        </td>
    </tr>
</table>

(eee_8_3_5_12)=
## Transistors (family 12)

General transistors and RF HF transistors are classified as family 12 in {term}`EPPL` {cite:p}`eee-EPPL007-37`. 

All transistors used for Space applications can be modelled through FIDES.

The following table presents the different subfamilies and the corresponding models with the FIDES method, giving the pages where it can be found in both versions (2009 & 2021), for information.

<input type="text" class="myInput" id="myInput" onkeyup="searchTableJupyter(this, 'eee_table4_149')"
    placeholder="Search table...">

```{list-table} Groups of transistors.
:name: eee-table4-149

* - <table class="myTable" id="eee_table4_149">
        <thead>
            <tr>
                <th rowspan="2"><strong>Groups of transistors</strong></th>
                <th colspan="2"><strong>Models in FIDES 2009</strong></th>
                <th rowspan="2"><strong>Proposed models in FIDES</strong></th>
                <th rowspan="2"><strong>Remarks</strong></th>
            </tr>
            <tr>
                <th>2009</th>
                <th>2021</th>
            </tr>
        </thead>
        <tr>
            <td>01 Low Power, NPN (&lt; 2watts)</td>
            <td>p120</td>
            <td>p133</td>
            <td>Low power Transistors “Silicon bipolar &lt; 5W”</td>
            <td>ECDS_20</td>
        </tr>
        <tr>
            <td>02 Low Power, PNP (&lt; 2watts)</td>
            <td>p120</td>
            <td>p133</td>
            <td>Low power Transistors “Silicon bipolar &lt; 5W”</td>
            <td>ECDS_20</td>
        </tr>
        <tr>
            <td>03 High Power, NPN (&gt; 2watts)</td>
            <td>p120</td>
            <td>p133</td>
            <td>Power Transistors “Silicon bipolar &gt; 5W”</td>
            <td>ECDS_21</td>
        </tr>
        <tr>
            <td>04 High Power, PNP (&gt; 2watts)</td>
            <td>p120</td>
            <td>p133</td>
            <td>Power Transistors “Silicon bipolar &gt; 5W”</td>
            <td>ECDS_21</td>
        </tr>
        <tr>
            <td>05 FET N Channel</td>
            <td>p120</td>
            <td>p133</td>
            <td>
                <p>Low power Transistors</p>
                <p>“Silicon MOS &lt; 5W”,</p>
                <p>“Silicon JFET &lt; 5W”</p>
            </td>
            <td>
                <p>ECDS_19</p>
                <p>ECDS_18</p>
            </td>
        </tr>
        <tr>
            <td>06 FET P Channel</td>
            <td>p120</td>
            <td>p133</td>
            <td>
                <p>Low power Transistors</p>
                <p>“Silicon MOS &lt; 5W”,</p>
                <p>“Silicon JFET &lt; 5W”</p>
            </td>
            <td>
                <p>ECDS_19</p>
                <p>ECDS_18</p>
            </td>
        </tr>
        <tr>
            <td>10 RF/microwave Npn Low Power / Low Noise</td>
            <td>p185</td>
            <td>p211</td>
            <td>
                <p>RF HF Low power Transistors</p>
                <p>“Silicon Bipolar &lt; 5W”,</p>
                <p>“SiGe, bipolar &lt; 1W”</p>
            </td>
            <td>
                <p>HFDI_02</p>
                <p>HFDI_03</p>
            </td>
        </tr>
        <tr>
            <td>11 RF/microwave Pnp Low Power / Low Noise</td>
            <td>p185</td>
            <td>p211</td>
            <td>
                <p>RF HF Low power Transistors</p>
                <p>“Silicon Bipolar &lt; 5W”,</p>
                <p>“SiGe, bipolar &lt; 1W”</p>
            </td>
            <td>
                <p>HFDI_02</p>
                <p>HFDI_03</p>
            </td>
        </tr>
        <tr>
            <td>13 RF/microwave Bipolar Power</td>
            <td>p185</td>
            <td>p211</td>
            <td>RF HF Power Transistors “Silicon Bipolar &gt; 5W”</td>
            <td>HFDI_05</td>
        </tr>
        <tr>
            <td>12 RF/microwave FET N-channel/ P-channel</td>
            <td>No</td>
            <td>No</td>
            <td>No more present in the EPPL</td>
            <td>NA</td>
        </tr>
        <tr>
            <td>14 RF/microwave FET Power (Si)</td>
            <td>p185</td>
            <td>p211</td>
            <td>No more present in the EPPL but recommendation to use RF HF Power Transistors “Silicon MOS &gt; 5W”</td>
            <td>HFDI_06</td>
        </tr>
        <tr>
            <td>15 Microwave Power (GaAs)</td>
            <td>p185</td>
            <td>p211</td>
            <td>No more present in the EPPL but recommendation to use RF HF Power Transistors “GaAs&gt;1W”</td>
            <td>HFDI_07</td>
        </tr>
        <tr>
            <td>16 Microwave Low Noise (GaAs)</td>
            <td>p185</td>
            <td>p211</td>
            <td>
                <p>No more present in the EPPL but recommendation to use</p>
                <p>RF HF Low power Transistors “GaAs&lt;1W”,</p>
                <p>RF HF Power Transistors “GaAs&gt;1W”</p>
            </td>
            <td>
                <p>HFDI_04</p>
                <p>HFDI_07</p>
            </td>
        </tr>
        <tr>
            <td>08 Multiple</td>
            <td>No/Yes</td>
            <td>No/Yes</td>
            <td>No more present in the EPPL but recommendation to model as the sum of all individual transistors</td>
            <td>NA</td>
        </tr>
        <tr>
            <td>09 Switching</td>
            <td>p120</td>
            <td>p133</td>
            <td>No more present in the EPPL but recommendation to use Low power Transistors “Silicon bipolar &lt; 5W”</td>
            <td>ECDS_20</td>
        </tr>
        <tr>
            <td>17 Chopper</td>
            <td>p120</td>
            <td>p133</td>
            <td>
                <p>Low power Transistors</p>
                <p>“Silicon bipolar &lt; 5W”,</p>
                <p>“Silicon MOS &lt; 5W”,</p>
                <p>“Silicon JFET &lt; 5W”</p>
            </td>
            <td>
                <p>ECDS_20</p>
                <p>ECDS_19</p>
                <p>ECDS_18</p>
            </td>
        </tr>
    </table>
```

(eee_8_3_5_12_1)=
### HF/RF Transistors (10, 11, 13, 14, 15 families)

**General model for the general transistors and the HF/RF transistors family:**

````{admonition} Equation
:class: equation
```{math}
:label: Equation_1_152
\lambda = \lambda_{\text{Physical}} \cdot \Pi_{\text{PM}} \cdot \Pi_{\text{LF}} \cdot \Pi_{\text{Process}} \cdot \Pi_{\text{ProcessRFHF}}
```
-   $\lambda_{\text{Physical}}$ the physical contribution for each component,

-   $\Pi_{\text{PM}}$ the quality and technical control over manufacturing of the item,

-   $\Pi_{\text{Process}}$ the quality and technical control over the development, manufacturing and use process for the product containing the item,

-   $\Pi_{\text{ProcessRFHF}}$ the quality and technical control over the development, manufacturing and use process for the RFHF item,

-   $\Pi_{\text{LF}}$ the factor representing the process to become lead-free if it has to be considered for Space applications, it is equal to 1 (see {numref}`eee_8_3`).
````

All this being based on a mission profile to be defined for the whole unit.

With process factor $\Pi_{\text{Process}}$ according to {numref}`eee_8_3_2_1` and HF/RF process factor $\Pi_{\text{ProcessRFHF}}$ according to {numref}`eee_8_3_2_5`.

```{admonition} Note
:class: note

In the 2021 issue of FIDES, a {term}`GaN` Transistor model has been included. The detail is provided in XXX, as it has not yet been assessed and is just a proposition for the user.
```

> **a) Mission profile**

In order to model the reliability for each component of a unit, it is necessary to define the mission profile corresponding to the unit under consideration. See {numref}`eee_8_3_1` for details.

> **b) Calculation of $\lambda_{\text{Physical}}$**

````{admonition} Equation
:class: equation
```{math}
:label: Equation_1_153
\lambda_{\text{Physical}} = \sum_{i}^{\text{Phases}}{\frac{\left( t_{\text{phase}} \right)_{i}}{t_{\text{total}}} \cdot \begin{pmatrix} 
  {\lambda_{\text{OTH}} \cdot \Pi}_{\text{Thermal}} \\                                                                                        
  {+ \lambda_{\text{OTCyCase}} \cdot \Pi}_{\text{TCyCase}} \\                                                                                 
  \begin{matrix}                                                                                                                                
  {+ \lambda_{\text{OTCySolderjoints}} \cdot \Pi}_{\text{TCySolderjoints}} \\                                                                 
   + \lambda_{\text{OMech}} \cdot \Pi_{\text{Mech}} \\                                                                                        
  \end{matrix} \\                                                                                                                               
  \end{pmatrix}_{i}} \cdot \left( \Pi_{\text{induced}} \right)_{i}
```
````

The basic failure rates $\lambda_{\text{OTCyCase}}$, $\lambda_{\text{OTCySolderjoints}}$ and $\lambda_{\text{OMech}}$ are provided in the following table according for the packages SODxx and TOxx specifically used in space applications:

<input type="text" class="myInput" id="myInput" onkeyup="searchTableJupyter(this, 'eee-table4-150')" placeholder="Search table...">

```{list-table} Basic failure rates $\lambda_{0}$ for transistors.
:name: eee-table4-150
:header-rows: 1
:widths: 16 20 16 16 16 16

*   - Case
    - Equivalent name
    - Description
    - $\lambda_{\text{OTCyCase}}$
    - $\lambda_{\text{OTCySolderjoints}}$
    - $\lambda_{\text{OMech}}$
*   - SOD80
    - Mini-MELF, DO213AA
    - SMD, Hermetically sealed glass
    - 0.00781
    - 0.03905
    - 0.00078
*   - SOD87
    - MELF, DO213AB
    - SMD, Hermetically sealed glass
    - 0.00781
    - 0.03905
    - 0.00078
*   - TO18
    - TO71, TO72, SOT31, SOT18
    - Through hole, metal
    - 0.0101
    - 0.0505
    - 0.00101
*   - TO39
    - SOT5
    - Through hole, metal
    - 0.0101
    - 0.0505
    - 0.00101
*   - TO52
    - 
    - Through hole, metal
    - 0.0101
    - 0.0505
    - 0.00101
```

$\lambda_{\text{OTH}}$ is a fixed value given in another table, depending on the type of components.

<input type="text" class="myInput" id="myInput" onkeyup="searchTableJupyter(this, 'eee-table4-151')" placeholder="Search table...">

```{list-table} Basic failure rates $\lambda_{\text{OTH}}$ for HF/RF transistors.
:name: eee-table4-151
:header-rows: 1
:widths: 70 30

*   - Type
    - $\lambda_{\text{OTH}}$
*   - Power HF/RF transistor – {term}`GaAs` > 1W
    - 0.0927*
*   - Low power HF/RF transistor – {term}`GaAs` < 1W
    - 0.0488*
*   - Power HF/RF transistor – Silicon Bipolar > 5W
    - 0.0478
*   - Power HF/RF transistor – Silicon MOS > 5W
    - 0.0202
*   - Low power HF/RF transistor – Silicon, Bipolar <5W / SiGe, Bipolar <1W
    - 0.0138
```

```{admonition} Note *
:class: note

$\lambda_{\text{OTH}}$ for Power HF/RF has been updated in the 2021 issue of the FIDES guide to 0.3756.
```

**Physical stresses for the general transistors and the RF HF transistors family:**

````{admonition} Equation
:class: equation
```{math}
:label: Equation_1_154
\Pi_{\text{Thermal}} = exp\left\lbrack 11604 \cdot E_{a} \cdot \left( \frac{1}{293} - \frac{1}{{273 + T}_{board\_ ref} + \Delta T} \right) \right\rbrack
```
````

$E_{a}$ = 0.7eV;

````{admonition} Equation
:class: equation
```{math}
:label: Equation_1_155
\Pi_{\text{TcyCase}} = \left( \frac{{12 \cdot N}_{cy\_ phase}}{t_{\text{phase}}} \right) \cdot \left( \frac{\text{ΔT}_{\text{cycling}}}{20} \right)^{4} \cdot exp\left\lbrack 1414 \cdot \left( \frac{1}{313} - \frac{1}{{273 + T}_{max\_ cycling}} \right) \right\rbrack
```
````

````{admonition} Equation
:class: equation
```{math}
:label: Equation_1_156
\Pi_{\text{TcySolderjoints}} = \left( \frac{{12 \cdot N}_{cy\_ annual}}{t_{\text{annual}}} \right) \cdot \left( \frac{min(\theta_{\text{cy}},2)}{2} \right)^{\frac{1}{3}} \cdot \left( \frac{\text{ΔT}_{\text{cycling}}}{20} \right)^{1.9} \cdot exp\left\lbrack 1414 \cdot \left( \frac{1}{313} - \frac{1}{{273 + T}_{max\_ cycling}} \right) \right\rbrack
```
````

````{admonition} Equation
:class: equation
```{math}
:label: Equation_1_157
\Pi_{\text{Mechanical}} = \left( \frac{G_{\text{rms}}}{0.5} \right)^{1.5}
```
````

All parameters are issued from the mission profile.

**Induced factor $\Pi_{\text{induced}}$**

The $\Pi_{\text{induced}}$ factor allows taking into account the influence of the mission profile as described in {numref}`eee_8_3_1`. Its formula is:

````{admonition} Equation
:class: equation
```{math}
:label: Equation_1_158
\Pi_{\text{induced}\_ i} = \left( \Pi_{\text{placement}\_ i} \cdot \Pi_{\text{application}\_ i} \cdot \Pi_{\text{ruggedising}} \right)^{0.511 \cdot ln(C_{\text{sensitivity}})}
```
````

> $\Pi_{placement}$

The Pi Placement depends on the function, there are 6 choices to choose as recalled here from Table XX:

<input type="text" class="myInput" id="myInput" onkeyup="searchTableJupyter(this, 'eee-table4-152')" placeholder="Search table...">

```{list-table} Recommendation for the definition of parameter $\Pi_{\text{placement}\_ i}$.
:name: eee-table4-152
:header-rows: 1
:widths: 70 30

*   - Description of the placement influence
    - $\Pi_{\text{placement}\_ i}$
*   - Digital non-interface function
    - 1.0
*   - Digital interface function
    - 1.6
*   - Analog low-level non-interface function (<1A)
    - 1.3
*   - Analog low-level interface function (<1A)
    - 2.0
*   - Analog power non-interface function (≥1A)
    - 1.6
*   - Analog power interface function (≥1A)
    - 2.5
```

> $\Pi_{\text{application}}$

$\Pi_{\text{application}}$ represents the influence of the type of application and the environment of the product containing the part. This factor varies depending on the phase of the profile.

It is evaluated through the questions presented in the following table and addressed in {numref}`eee_8_3_2_19`:

<input type="text" class="myInput" id="myInput" onkeyup="searchTableJupyter(this, 'eee_table4_153')"
    placeholder="Search table...">

```{list-table} Recommended parameters for $\Pi_{\text{application}\_ i}$ for the launch, time to reach orbit and in-orbit
:name: eee-table4-153

* - <table class="myTable" id="eee_table4_153">
        <thead>
            <th>
                <p><strong>Criterion</strong></p>
            </th>
            <th>
                <p><strong>Description</strong></p>
            </th>
            <th>
                <p><strong>Levels</strong></p>
            </th>
            <th>
                <p><strong>Examples and comments</strong></p>
            </th>
            <th>
                <p><strong>Weight</strong></p>
                <p><strong>POS</strong></p>
            </th>
        </thead>
        <tr>
            <td>
                <p>User type in the phase considered</p>
            </td>
            <td>
                <p>Represents the capability to respect procedures, facing operational constraints.</p>
            </td>
            <td>
                <p><strong>0: Favourable</strong></p>
                <p>1: Moderate</p>
                <p>2: Unfavourable</p>
            </td>
            <td>
                <p><strong>0: Industry</strong></p>
                <p>1: General public</p>
                <p>2: Military</p>
                <p>The most severe level must be adopted for military applications</p>
            </td>
            <td>
                <p>20</p>
            </td>
        </tr>
        <tr>
            <td>
                <p>User qualification level in the phase considered</p>
            </td>
            <td>
                <p>Represents the level of control of the user or the worker regarding an operational context</p>
            </td>
            <td>
                <p><strong>0: Favourable</strong></p>
                <p>1: Moderate</p>
                <p>2: Unfavourable</p>
            </td>
            <td>
                <p><strong>0: Highly qualified</strong></p>
                <p>1: Qualified</p>
                <p>2: Slightly qualified or with little experience</p>
                <p>In some phases, the user to be considered is the person who does the maintenance or servicing</p>
            </td>
            <td>
                <p>10</p>
            </td>
        </tr>
        <tr>
            <td>
                <p>System mobility</p>
            </td>
            <td>
                <p>Represents contingencies related to possibilities of the system being moved</p>
            </td>
            <td>
                <p><strong>0:Non aggressive</strong></p>
                <p>1: Moderate</p>
                <p>2: Severe</p>
            </td>
            <td>
                <p><strong>0: Few contingencies (fixed or stable environment)</strong></p>
                <p>1: Moderate contingencies</p>
                <p>2: Severe contingencies, large variability (automobile)</p>
            </td>
            <td>
                <p>4</p>
            </td>
        </tr>
        <tr>
            <td>
                <p>Product manipulation</p>
            </td>
            <td>
                <p>Represents the possibility of false manipulations, shocks, drops, etc .</p>
            </td>
            <td>
                <p><strong>0:Non aggressive</strong></p>
                <p>1: Moderate</p>
                <p>2: Severe</p>
            </td>
            <td>
                <p><strong>0: Not manipulated</strong></p>
                <p>1: Manipulation without displacement or disassembly</p>
                <p>2: Manipulation with displacement or disassembly</p>
                <p>The severe level should be adopted if maintenance on the product is possible in the phase
                    considered</p>
            </td>
            <td>
                <p>15</p>
            </td>
        </tr>
        <tr>
            <td>
                <p>Type of electrical network for the system</p>
            </td>
            <td>
                <p>Represents the level of electrical disturbance expected on power supplies, signals and electrical
                    lines: power on, switching, power supply, connection/disconnection</p>
            </td>
            <td>
                <p><strong>0:Non aggressive</strong></p>
                <p>1: Moderate</p>
                <p>2: Severe</p>
            </td>
            <td>
                <p><strong>0: Undisturbed network (dedicated regulated power supply)</strong></p>
                <p>1: Slightly disturbed network</p>
                <p>2: Network subject to disturbances (on board network)</p>
                <p>The network type is a system data but that can be broken down and related to specific products
                </p>
            </td>
            <td>
                <p>4</p>
            </td>
        </tr>
        <tr>
            <td>
                <p>Product exposure to human activity</p>
            </td>
            <td>
                <p>Represents exposure to contingencies related to human activity: shock, change in final use, etc.
                </p>
            </td>
            <td>
                <p><strong>0:Non aggressive</strong></p>
                <p>1: Moderate</p>
                <p>2: Severe</p>
            </td>
            <td>
                <p><strong>0: Uninhabitable zone</strong></p>
                <p>1: Possible activity in the product zone</p>
                <p>2: Normal activity in the product zone</p>
                <p>The product can be exposed to human activity even if it is not handled itself during normal use
                </p>
            </td>
            <td>
                <p>8</p>
            </td>
        </tr>
        <tr>
            <td>
                <p>Product exposure to machine disturbances</p>
            </td>
            <td>
                <p>Represents contingencies related to operation of machines, engines, actuators: shock,
                    overheating, electrical disturbances, pollutants, etc.</p>
            </td>
            <td>
                <p>0:Non aggressive</p>
                <p><strong>1: Moderate</strong></p>
                <p>2: Severe</p>
            </td>
            <td>
                <p>0: Null (telephone)</p>
                <p><strong>1: Indirect exposure (product in compartment)</strong></p>
                <p>2: Strong or direct exposure (product in engine area)</p>
            </td>
            <td>
                <p>3</p>
            </td>
        </tr>
        <tr>
            <td>
                <p>Product exposure to the weather</p>
            </td>
            <td>
                <p>Represents exposure to rain, hail, frost, sandstorm, lightning, dust</p>
            </td>
            <td>
                <p><strong>0:Non aggressive</strong></p>
                <p>1: Moderate</p>
                <p>2: Severe</p>
            </td>
            <td>
                <p><strong>0: Null (home)</strong></p>
                <p>1: Indirect exposure (compartment, station hall)</p>
                <p>2: Outdoors (automobile engine)</p>
            </td>
            <td>
                <p>2</p>
            </td>
        </tr>
    </table>
```

A mark is given for each level: 1 for level 0, 3.2 for level 1 and 10 for level 2. This mark is multiplied by the weight ($P_{os}$) and the sum of all the products is divided by 66. For the present application here, we consider $\Pi_{\text{application}}$ = 1.1, the value determined in the frame of an Airbus Defence & Space observation project, for all in flight phases.

```{admonition} Note
:class: note

In bold in the table are the levels considered for the space environment (orbit raising and orbit keeping). They represent the typical environment met in space for satellites, hence the figure can be used for all in flight phases for all projects provided they don't present a specific application; in that case, it has to be re-evaluated.
```

> $\Pi_{\text{ruggedising}}$

The ruggedising factor is determined through a 16 questions audit ensuring the evaluation of the procedures established to guarantee the safety and maintenance of the product and that the procedures are indeed applied. See {numref}`eee_8_3_2_17`.

> $C_{\text{sensitivity}}$

The induced factor $C_{\text{sensitivity}}$ presented in {numref}`eee_8_3_2_21` is provided in the following table:

```{list-table} Induced factor coefficient of sensitivity for thermistors.
:name: eee-table4-154
:header-rows: 1
:widths: 70 30

*   - Technologies
    - $C_{\text{sensitivity}}$
*   - Si or SiGe RF transistors
    - 6.30
*   - {term}`GaAs` RF transistors
    - 7.40
```

```{admonition} Note
:class: note

For the 2021 issue of FIDES, these values have not been updated.
```

> **c) Component manufacturing factor $\Pi_{\text{PM}}$**

The Part\_Manufacturing factor presented in {numref}`eee_8_3_3` represents the quality of the component. This factor transcribes the confidence that can be attributed to the way the part has been manufactured, through factors quantifying the manufacturing process of the part, the tests ran and the confidence in the manufacturer.

Its high level formula is

````{admonition} Equation
:class: equation
```{math}
:label: eq_eee_fam_29
{\pi_{\text{PM}} = e}^{1.39*\left( 1 - Part_{\text{Grade}} \right) - 0.69}
```

with

```{math}
:label: eq_eee_fam_30
Part\_ Grade = \ \frac{\left( \text{QA}_{\text{manufacturer}} + \text{QA}_{\text{component}} + \text{RA}_{\text{component}} \right) \times \varepsilon}{36}
```
````

These parameters are determined through tables available in FIDES.

-  $\text{QA}_{\text{manufacturer}}$ is presented in {numref}`eee_8_3_3_2`

-   $\text{QA}_{\text{component}}$ is presented in {numref}`eee_8_3_3_3` and defined in {numref}`eee-table4-155`

-   $\text{RA}_{\text{component}}$ is presented in {numref}`eee_8_3_3_4`

-   $\epsilon$  is presented in {numref}`eee_8_3_3_7`

Component manufacturing factor $\pi_{\text{PM}}$ according to {numref}`eee_8_3_3` with component quality assurance levels $\text{QA}_{\text{component}}$ defined in the following tables:

<input type="text" class="myInput" id="myInput" onkeyup="searchTableJupyter(this, 'eee-table4-155')" placeholder="Search table...">

```{list-table} Recommendation for definition of parameter $\text{QA}_{\text{component}}$ for transistors.
:name: eee-table4-155
:header-rows: 1
:widths: 60 25 15

*   - Transistors: Component quality assurance level
    - Position relative to the state of the art
    - $\text{QA}_{\text{component}}$
*   - Qualification according to one of the following standards: AEC Q101, AEC Q102, MIL-PRF-19500 JANS, ESCC 5000, ESCC 5010 level B, NASDA-QTS-xxxx class I, JAXA-QTS Class I (NASDA-QTS-2030)
    - Higher
    - 3
*   - Qualification according to one of the following standards: MIL-PRF-19500 JANTX or JANTXV, ESCC 5010 level C, NASDA-QTS-xxxx class II, JAXA-QTS Class II
    - Equivalent
    - 2
*   - Qualification according to one of the following standards: MIL-PRF-19500 JAN or qualification program internal to the manufacturer and unidentified manufacturing sites
    - Lower
    - 1
*   - No information
    - Much
    - 0
```

> **d) Determination of the $\Pi_{\text{Process}}$ factor**

The $\Pi_{\text{Process}}$ factor is determined according to the formula presented in {numref}`eee_8_3_2_3`.

(eee_8_3_5_12_2)=
### Transistors (other)

**General model for the general transistors and the transistors family:**

````{admonition} Equation
:class: equation
```{math}
:label: Equation_1_159
\lambda = \lambda_{\text{Physical}} \cdot \Pi_{\text{PM}} \cdot \Pi_{\text{LF}}
```
-   $\lambda_{\text{Physical}}$ the physical contribution for each component,

-   $\Pi_{\text{PM}}$ the quality and technical control over manufacturing of the item,

-   $\Pi_{\text{Process}}$ the quality and technical control over the development, manufacturing and use process for the product containing the item,

-   $\Pi_{\text{LF}}$ the factor representing the process to become lead-free if it has to be considered for Space applications, it is equal to 1 (see {numref}`eee_8_3`).
````

All this being based on a mission profile to be defined for the whole unit.

> **a) Mission profile**

In order to model the reliability for each component of a unit, it is necessary to define the mission profile corresponding to the unit under consideration. See {numref}`eee_8_3_1` for details.

> **b) Calculation of $\lambda_{\text{Physical}}$**

````{admonition} Equation
:class: equation
```{math}
:label: Equation_1_160
\lambda_{\text{Physical}} = \sum_{i}^{\text{Phases}}{\frac{\left( t_{\text{phase}} \right)_{i}}{t_{\text{total}}} \cdot \begin{pmatrix} 
  {\lambda_{\text{OTH}} \cdot \Pi}_{\text{Thermal}} \\                                                                                        
  {+ \lambda_{\text{OTCyCase}} \cdot \Pi}_{\text{TCyCase}} \\                                                                                 
  \begin{matrix}                                                                                                                                
  {+ \lambda_{\text{OTCySolderjoints}} \cdot \Pi}_{\text{TCySolderjoints}} \\                                                                 
   + \lambda_{\text{OMech}} \cdot \Pi_{\text{Mech}} \\                                                                                        
  \end{matrix} \\                                                                                                                               
  \end{pmatrix}_{i}} \cdot \left( \Pi_{\text{induced}} \right)_{i}
```
````

The basic failure rates $\lambda_{\text{OTCyCase}}$, $\lambda_{\text{OTCySolderjoints}}$ and $\lambda_{\text{OMech}}$ are provided in the following table according for the packages SODxx and TOxx specifically used in space applications:

<input type="text" class="myInput" id="myInput" onkeyup="searchTableJupyter(this, 'eee-table4-156')" placeholder="Search table...">

```{list-table} Basic failure rates $\lambda_{0}$ for transistors.
:name: eee-table4-156
:header-rows: 1
:widths: 16 20 16 16 16 16

*   - Case
    - Equivalent name
    - Description
    - $\lambda_{\text{OTCyCase}}$
    - $\lambda_{\text{OTCySolderjoints}}$
    - $\lambda_{\text{OMech}}$
*   - SOD80
    - Mini-MELF, DO213AA
    - SMD, Hermetically sealed glass
    - 0.00781
    - 0.03905
    - 0.00078
*   - SOD87
    - MELF, DO213AB
    - SMD, Hermetically sealed glass
    - 0.00781
    - 0.03905
    - 0.00078
*   - TO18
    - TO71, TO72, SOT31, SOT18
    - Through hole, metal
    - 0.0101
    - 0.0505
    - 0.00101
*   - TO39
    - SOT5
    - Through hole, metal
    - 0.0101
    - 0.0505
    - 0.00101
*   - TO52
    - Through hole, metal
    - 
    - 0.0101
    - 0.0505
    - 0.00101
```

$\lambda_{\text{OTH}}$ is a fixed value given in another table, depending on the type of components.

<input type="text" class="myInput" id="myInput" onkeyup="searchTableJupyter(this, 'eee-table4-157')" placeholder="Search table...">

```{list-table} Basic failure rates $\lambda_{\text{OTH}}$ for other types of transistors.
:name: eee-table4-157
:header-rows: 1
:widths: 70 30

*   - Type
    - $\lambda_{\text{OTH}}$
*   - Power transistor – Silicon, Bipolar >5W
    - 0.0478
*   - Power transistor – Silicon MOS > 5W
    - 0.0202
*   - Low power transistor – Silicon MOS < 5W
    - 0.0145
*   - Low power transistor – Silicon JFET < 5W
    - 0.0143
*   - Low power transistor – Silicon Bipolar < 5W
    - 0.0138
```

**Physical stresses for the general transistors and the RF HF transistors family:**

````{admonition} Equation
:class: equation
```{math}
:label: Equation_1_161
\Pi_{\text{Thermal}} = exp\left\lbrack 11604 \cdot E_{a} \cdot \left( \frac{1}{293} - \frac{1}{{273 + T}_{board\_ ref} + \Delta T} \right) \right\rbrack
```
````

$E_{a}$ = 0.7eV;

````{admonition} Equation
:class: equation
```{math}
:label: Equation_1_162
\Pi_{\text{TcyCase}} = \left( \frac{{12 \cdot N}_{cy\_ phase}}{t_{\text{phase}}} \right) \cdot \left( \frac{\text{ΔT}_{\text{cycling}}}{20} \right)^{4} \cdot exp\left\lbrack 1414 \cdot \left( \frac{1}{313} - \frac{1}{{273 + T}_{max\_ cycling}} \right) \right\rbrack
```
````

````{admonition} Equation
:class: equation
```{math}
:label: Equation_1_163
\Pi_{\text{TcySolderjoints}} = \left( \frac{{12 \cdot N}_{cy\_ annual}}{t_{\text{annual}}} \right) \cdot \left( \frac{min(\theta_{\text{cy}},2)}{2} \right)^{\frac{1}{3}} \cdot \left( \frac{\text{ΔT}_{\text{cycling}}}{20} \right)^{1.9} \cdot exp\left\lbrack 1414 \cdot \left( \frac{1}{313} - \frac{1}{{273 + T}_{max\_ cycling}} \right) \right\rbrack
```
````

````{admonition} Equation
:class: equation
```{math}
:label: Equation_1_164
\Pi_{\text{Mechanical}} = \left( \frac{G_{\text{rms}}}{0.5} \right)^{1.5}
```
````

All parameters are issued from the mission profile.

**Induced factor $\Pi_{\text{induced}}$**

The $\Pi_{\text{induced}}$ factor allows taking into account the influence of the mission profile as described in {numref}`eee_8_3_1`. Its formula is:

````{admonition} Equation
:class: equation
```{math}
:label: Equation_1_165
\Pi_{\text{induced}\_ i} = \left( \Pi_{\text{placement}\_ i} \cdot \Pi_{\text{application}\_ i} \cdot \Pi_{\text{ruggedising}} \right)^{0.511 \cdot ln(C_{\text{sensitivity}})}
```
````

> $\Pi_{placement}$

The Pi Placement depends on the function, there are 6 choices to choose as recalled here from Table XX:

<input type="text" class="myInput" id="myInput" onkeyup="searchTableJupyter(this, 'eee-table4-158')" placeholder="Search table...">

```{list-table} Recommendation for the definition of parameter $\Pi_{\text{placement}\_ i}$.
:name: eee-table4-158
:header-rows: 1
:widths: 70 30

*   - Description of the placement influence
    - $\Pi_{\text{placement}\_ i}$
*   - Digital non-interface function
    - 1.0
*   - Digital interface function
    - 1.6
*   - Analog low-level non-interface function (<1A)
    - 1.3
*   - Analog low-level interface function (<1A)
    - 2.0
*   - Analog power non-interface function (≥1A)
    - 1.6
*   - Analog power interface function (≥1A)
    - 2.5
```

> $\Pi_{\text{application}}$

$\Pi_{\text{application}}$ represents the influence of the type of application and the environment of the product containing the part. This factor varies depending on the phase of the profile.

It is evaluated through the questions presented in the following table and addressed in {numref}`eee_8_3_2_19`:

<input type="text" class="myInput" id="myInput" onkeyup="searchTableJupyter(this, 'eee_table4_159')"
    placeholder="Search table...">

```{list-table} Recommended parameters for $\Pi_{\text{application}\_ i}$ for the launch, time to reach orbit and in-orbit
:name: eee-table4-159

* - <table class="myTable" id="eee_table4_159">
        <thead>
            <th>
                <p><strong>Criterion</strong></p>
            </th>
            <th>
                <p><strong>Description</strong></p>
            </th>
            <th>
                <p><strong>Levels</strong></p>
            </th>
            <th>
                <p><strong>Examples and comments</strong></p>
            </th>
            <th>
                <p><strong>Weight</strong></p>
                <p><strong>POS</strong></p>
            </th>
        </thead>
        <tr>
            <td>
                <p>User type in the phase considered</p>
            </td>
            <td>
                <p>Represents the capability to respect procedures, facing operational constraints.</p>
            </td>
            <td>
                <p><strong>0: Favourable</strong></p>
                <p>1: Moderate</p>
                <p>2: Unfavourable</p>
            </td>
            <td>
                <p><strong>0: Industry</strong></p>
                <p>1: General public</p>
                <p>2: Military</p>
                <p>The most severe level must be adopted for military applications</p>
            </td>
            <td>
                <p>20</p>
            </td>
        </tr>
        <tr>
            <td>
                <p>User qualification level in the phase considered</p>
            </td>
            <td>
                <p>Represents the level of control of the user or the worker regarding an operational context</p>
            </td>
            <td>
                <p><strong>0: Favourable</strong></p>
                <p>1: Moderate</p>
                <p>2: Unfavourable</p>
            </td>
            <td>
                <p><strong>0: Highly qualified</strong></p>
                <p>1: Qualified</p>
                <p>2: Slightly qualified or with little experience</p>
                <p>In some phases, the user to be considered is the person who does the maintenance or servicing</p>
            </td>
            <td>
                <p>10</p>
            </td>
        </tr>
        <tr>
            <td>
                <p>System mobility</p>
            </td>
            <td>
                <p>Represents contingencies related to possibilities of the system being moved</p>
            </td>
            <td>
                <p><strong>0:Non aggressive</strong></p>
                <p>1: Moderate</p>
                <p>2: Severe</p>
            </td>
            <td>
                <p><strong>0: Few contingencies (fixed or stable environment)</strong></p>
                <p>1: Moderate contingencies</p>
                <p>2: Severe contingencies, large variability (automobile)</p>
            </td>
            <td>
                <p>4</p>
            </td>
        </tr>
        <tr>
            <td>
                <p>Product manipulation</p>
            </td>
            <td>
                <p>Represents the possibility of false manipulations, shocks, drops, etc .</p>
            </td>
            <td>
                <p><strong>0:Non aggressive</strong></p>
                <p>1: Moderate</p>
                <p>2: Severe</p>
            </td>
            <td>
                <p><strong>0: Not manipulated</strong></p>
                <p>1: Manipulation without displacement or disassembly</p>
                <p>2: Manipulation with displacement or disassembly</p>
                <p>The severe level should be adopted if maintenance on the product is possible in the phase
                    considered</p>
            </td>
            <td>
                <p>15</p>
            </td>
        </tr>
        <tr>
            <td>
                <p>Type of electrical network for the system</p>
            </td>
            <td>
                <p>Represents the level of electrical disturbance expected on power supplies, signals and electrical
                    lines: power on, switching, power supply, connection/disconnection</p>
            </td>
            <td>
                <p><strong>0:Non aggressive</strong></p>
                <p>1: Moderate</p>
                <p>2: Severe</p>
            </td>
            <td>
                <p><strong>0: Undisturbed network (dedicated regulated power supply)</strong></p>
                <p>1: Slightly disturbed network</p>
                <p>2: Network subject to disturbances (on board network)</p>
                <p>The network type is a system data but that can be broken down and related to specific products
                </p>
            </td>
            <td>
                <p>4</p>
            </td>
        </tr>
        <tr>
            <td>
                <p>Product exposure to human activity</p>
            </td>
            <td>
                <p>Represents exposure to contingencies related to human activity: shock, change in final use, etc.
                </p>
            </td>
            <td>
                <p><strong>0:Non aggressive</strong></p>
                <p>1: Moderate</p>
                <p>2: Severe</p>
            </td>
            <td>
                <p><strong>0: Uninhabitable zone</strong></p>
                <p>1: Possible activity in the product zone</p>
                <p>2: Normal activity in the product zone</p>
                <p>The product can be exposed to human activity even if it is not handled itself during normal use
                </p>
            </td>
            <td>
                <p>8</p>
            </td>
        </tr>
        <tr>
            <td>
                <p>Product exposure to machine disturbances</p>
            </td>
            <td>
                <p>Represents contingencies related to operation of machines, engines, actuators: shock,
                    overheating, electrical disturbances, pollutants, etc.</p>
            </td>
            <td>
                <p>0:Non aggressive</p>
                <p><strong>1: Moderate</strong></p>
                <p>2: Severe</p>
            </td>
            <td>
                <p>0: Null (telephone)</p>
                <p><strong>1: Indirect exposure (product in compartment)</strong></p>
                <p>2: Strong or direct exposure (product in engine area)</p>
            </td>
            <td>
                <p>3</p>
            </td>
        </tr>
        <tr>
            <td>
                <p>Product exposure to the weather</p>
            </td>
            <td>
                <p>Represents exposure to rain, hail, frost, sandstorm, lightning, dust</p>
            </td>
            <td>
                <p><strong>0:Non aggressive</strong></p>
                <p>1: Moderate</p>
                <p>2: Severe</p>
            </td>
            <td>
                <p><strong>0: Null (home)</strong></p>
                <p>1: Indirect exposure (compartment, station hall)</p>
                <p>2: Outdoors (automobile engine)</p>
            </td>
            <td>
                <p>2</p>
            </td>
        </tr>
    </table>
```

A mark is given for each level: 1 for level 0, 3.2 for level 1 and 10 for level 2. This mark is multiplied by the weight ($P_{os}$) and the sum of all the products is divided by 66. For the present application here, we consider $\Pi_{\text{application}}$ = 1.1, the value determined in the frame of an Airbus Defence & Space observation project, for all in flight phases.

```{admonition} Note
:class: note

In bold in the table are the levels considered for the space environment (orbit raising and orbit keeping). They represent the typical environment met in space for satellites, hence the figure can be used for all in flight phases for all projects provided they don't present a specific application; in that case, it has to be re-evaluated.
```

> $\Pi_{\text{ruggedising}}$

The ruggedising factor is determined through a 16 questions audit ensuring the evaluation of the procedures established to guarantee the safety and maintenance of the product and that the procedures are indeed applied. See {numref}`eee_8_3_2_17`.

> $C_{\text{sensitivity}}$

The induced factor $C_{\text{sensitivity}}$ presented in {numref}`eee_8_3_2_21` is provided in the following table:

```{list-table} Induced factor coefficient of sensitivity for transistors.
:name: eee-table4-160
:header-rows: 1
:widths: 70 30

*   - Technologies
    - $C_{\text{sensitivity}}$
*   - Regular transistors
    - 5.20
```

```{admonition} Note
:class: note

Note: For the 2021 issue of FIDES, this value has been updated to 5.20.
```

> **c) Component manufacturing factor $\Pi_{\text{PM}}$**

The Part\_Manufacturing factor presented in {numref}`eee_8_3_3` represents the quality of the component. This factor transcribes the confidence that can be attributed to the way the part has been manufactured, through factors quantifying the manufacturing process of the part, the tests ran and the confidence in the manufacturer.

Its high level formula is

````{admonition} Equation
:class: equation
```{math}
:label: eq_eee_fam_31
{\pi_{\text{PM}} = e}^{1.39*\left( 1 - Part_{\text{Grade}} \right) - 0.69}
```

with

```{math}
:label: eq_eee_fam_32
Part\_ Grade = \ \frac{\left( \text{QA}_{\text{manufacturer}} + \text{QA}_{\text{component}} + \text{RA}_{\text{component}} \right) \times \varepsilon}{36}
```
````

These parameters are determined through tables available in FIDES.

-  $\text{QA}_{\text{manufacturer}}$ is presented in {numref}`eee_8_3_3_2`

-   $\text{QA}_{\text{component}}$ is presented in {numref}`eee_8_3_3_3` and defined in {numref}`eee-table4-161`

-   $\text{RA}_{\text{component}}$ is presented in {numref}`eee_8_3_3_4`

-   $\epsilon$  is presented in {numref}`eee_8_3_3_7`

Component manufacturing factor $\pi_{\text{PM}}$ according to {numref}`eee_8_3_3` with component quality assurance levels $\text{QA}_{\text{component}}$ defined in the following tables:

<input type="text" class="myInput" id="myInput" onkeyup="searchTableJupyter(this, 'eee-table4-161')" placeholder="Search table...">

```{list-table} Recommendation for definition of parameter $\text{QA}_{\text{component}}$ for thermistors.
:name: eee-table4-161
:header-rows: 1
:widths: 60 25 15

*   - Transistors: Component quality assurance level
    - Position relative to the state of the art
    - $\text{QA}_{\text{component}}$
*   - Qualification according to one of the following standards: AEC Q101, AEC Q102, MIL-PRF-19500 JANS, ESCC 5000, ESCC 5010 level B, NASDA-QTS-xxxx class I, JAXA-QTS Class I (NASDA-QTS-2030)
    - Higher
    - 3
*   - Qualification according to one of the following standards: MIL-PRF-19500 JANTX or JANTXV, ESCC 5010 level C, NASDA-QTS-xxxx class II, JAXA-QTS Class II
    - Equivalent
    - 2
*   - Qualification according to one of the following standards: MIL-PRF-19500 JAN or qualification program internal to the manufacturer and unidentified manufacturing sites
    - Lower
    - 1
*   - No information
    - Much
    - 0
```

> **d) Determination of the $\Pi_{\text{Process}}$ factor**

The $\Pi_{\text{Process}}$ factor is determined according to the formula presented in {numref}`eee_8_3_2_3`.


**Summary for the Transistors family 12**

<table class="myTable">
    <thead>
        <th><strong>Section</strong></th>
        <th><strong>Component types</strong></th>
        <th><strong>Modifications and adaptations for space applications</strong></th>
    </thead>
    <tr>
        <td>12</td>
        <td>Transistors</td>
        <td>
            <p>Consideration of packages SODxx and TOxx only</p>
            <p>Removal of the humidity stress Π<sub>RH</sub></p>
        </td>
    </tr>
</table>


(eee_8_3_5_13)=
## Transformers (family 13)

Transformers are classified as family 13 in {term}`EPPL` {cite:p}`eee-EPPL007-37`. 

All transformers used for Space applications can be modelled through FIDES.

The following table presents the different subfamilies and the corresponding models with the FIDES method, giving the pages where it can be found in both versions (2009 & 2021), for information.

<input type="text" class="myInput" id="myInput" onkeyup="searchTableJupyter(this, 'eee_table4_162')"
    placeholder="Search table...">

```{list-table} Groups of transformers.
:name: eee-table4-162

* - <table class="myTable" id="eee_table4_162">
        <thead>
            <tr>
                <th rowspan="2"><strong>Groups of transformers</strong></th>
                <th colspan="2"><strong>Models in FIDES 2009</strong></th>
                <th rowspan="2"><strong>Proposed models in FIDES</strong></th>
                <th rowspan="2"><strong>Remarks</strong></th>
            </tr>
            <tr>
                <th>2009</th>
                <th>2021</th>
            </tr>
        </thead>
        <tr>
            <td>01 Power</td>
            <td>p142</td>
            <td>p160</td>
            <td>“Transformer, High Power”</td>
        </tr>
        <tr>
            <td>02 Signal</td>
            <td>p142</td>
            <td>p160</td>
            <td>“Transformer, Low Power (or Low Level)”</td>
        </tr>
    </table>
```

**General model for the transformers family**

````{admonition} Equation
:class: equation
```{math}
:label: Equation_1_166
\lambda = \lambda_{\text{Physical}} \cdot \Pi_{\text{PM}} \cdot \Pi_{\text{Process}} \cdot \Pi_{\text{LF}}
```
-   $\lambda_{\text{Physical}}$ the physical contribution for each component,

-   $\Pi_{\text{PM}}$ the quality and technical control over manufacturing of the item,

-   $\Pi_{\text{Process}}$ the quality and technical control over the development, manufacturing and use process for the product containing the item, see {numref}`eee_8_3_2_1`,

-   $\Pi_{\text{LF}}$ the factor representing the process to become lead-free if it has to be considered for Space applications, it is equal to 1 (see {numref}`eee_8_3`).
````


> **a) Mission profile**

In order to model the reliability for each component of a unit, it is necessary to define the mission profile corresponding to the unit under consideration. See {numref}`eee_8_3_1` for details.

> **b) Calculation of $\lambda_{\text{Physical}}$**

````{admonition} Equation
:class: equation
```{math}
:label: Equation_1_167
\lambda_{\text{Physical}} = \lambda_{O_{\text{Magnetic}}} \cdot \sum_{i}^{\text{Phases}}{\frac{\left( t_{\text{phase}} \right)_{i}}{t_{\text{total}}} \cdot \left( \Pi_{\text{Thermal}} + \Pi_{\text{TCy}} + \Pi_{\text{Mechanical}} \right)_{i}} \cdot \left( \Pi_{\text{induced}} \right)_{i}
```
with:

- $\lambda_{OTH}$ : Base thermal failure rate
- $\Pi_{\text{thermo-electrical}}$ : Thermo-electrical factor
- $\Pi_{\text{TCy}}$ : Cycling factor
- $\Pi_{\text{Mechanical}}$ : Mechanical factor
- $\Pi_{\text{induced}}$ : Induced factor
- $\Pi_{\text{PM}}$ : Part Manufacturing factor
- $\Pi_{\text{P}}$ : Process factor
````

$\lambda_{O_{\text{Magnetic}}}$ mentioned groups:

-   For low power (or low level) transformers (lower than 100W or 100VA), $\lambda_{O_{\text{Magnetic}}}$ is equal to 0.125;

-   For high power transformers (equal to or higher than 100W or 100VA), $\lambda_{O_{\text{Magnetic}}}$ is equal to 0.25.

**Physical stresses for the thermistors family:**

````{admonition} Equation
:class: equation
```{math}
:label: Equation_1_168
\Pi_{\text{Thermal}} = \gamma_{TH\_ EL} \cdot exp\left\lbrack 11604 \cdot E_{a} \cdot \left( \frac{1}{293} - \frac{1}{{273 + T}_{board\_ ref} + \Delta T} \right) \right\rbrack
```
````

$E_{a}$ = 0.15eV;

$\gamma_{TH\_ EL}$ depends on the type of transformers:

-   For low power (or low level) transformers (lower than 100W or 100VA), $\gamma_{TH\_ EL}$ is equal to 0.01;

-   For high power transformers (equal to or higher than 100W or 100VA), $\gamma_{TH\_ EL}$ is equal to 0.15.

All other parameters are issued from the mission profile.

````{admonition} Equation
:class: equation
```{math}
:label: Equation_1_169
\Pi_{\text{Tcy}} = \gamma_{\text{TCy}} \cdot \left( \frac{{12 \cdot N}_{cy\_ phase}}{t_{\text{phase}}} \right) \cdot \left( \frac{min(\theta_{\text{cy}},2)}{2} \right)^{\frac{1}{3}} \cdot \left( \frac{\text{ΔT}_{\text{cycling}}}{20} \right)^{1.9} \cdot exp\left\lbrack 1414 \cdot \left( \frac{1}{313} - \frac{1}{{273 + T}_{max\_ cycling}} \right) \right\rbrack
```
````

$\gamma_{\text{TCy}}$ depends on the type of transformers:

-   For low power (or low level) transformers (lower than 100W or 100VA), $\gamma_{\text{TCy}}$ is equal to 0.73;

-   For high power transformers (equal to or higher than 100W or 100VA), $\gamma_{\text{TCy}}$ is equal to 0.69.

All other parameters are issued from the mission profile.

````{admonition} Equation
:class: equation
```{math}
:label: Equation_1_170
\Pi_{\text{Mechanical}} = \gamma_{\text{Mech}} \cdot \left( \frac{G_{\text{rms}}}{0.5} \right)^{1.5}
```
````

$\gamma_{\text{Mech}}$ depends on the type of transformers:

-   For low power (or low level) transformers (lower than 100W or 100VA), $\gamma_{\text{Mech}}$ is equal to 0.26;

-   For high power transformers (equal to or higher than 100W or 100VA), $\gamma_{\text{Mech}}$ is equal to 0.16.

All other parameters are issued from the mission profile.

**Induced factor $\Pi_{\text{induced}}$**

The $\Pi_{\text{induced}}$ factor allows taking into account the influence of the mission profile as described in {numref}`eee_8_3_1`. Its formula is:

````{admonition} Equation
:class: equation
```{math}
:label: Equation_1_171
\Pi_{\text{induced}\_ i} = \left( \Pi_{\text{placement}\_ i} \cdot \Pi_{\text{application}\_ i} \cdot \Pi_{\text{ruggedising}} \right)^{0.511 \cdot ln(C_{\text{sensitivity}})}
```
````

> $\Pi_{placement}$

The Pi Placement depends on the function, there are 6 choices to choose as recalled here from Table XX:

<input type="text" class="myInput" id="myInput" onkeyup="searchTableJupyter(this, 'eee-table4-163')" placeholder="Search table...">

```{list-table} Recommendation for the definition of parameter $\Pi_{\text{placement}\_ i}$.
:name: eee-table4-163
:header-rows: 1
:widths: 70 30

*   - Description of the placement influence
    - $\Pi_{\text{placement}\_ i}$
*   - Digital non-interface function
    - 1.0
*   - Digital interface function
    - 1.6
*   - Analog low-level non-interface function (<1A)
    - 1.3
*   - Analog low-level interface function (<1A)
    - 2.0
*   - Analog power non-interface function (≥1A)
    - 1.6
*   - Analog power interface function (≥1A)
    - 2.5
```

> $\Pi_{\text{application}}$

$\Pi_{\text{application}}$ represents the influence of the type of application and the environment of the product containing the part. This factor varies depending on the phase of the profile.

It is evaluated through the questions presented in the following table and addressed in {numref}`eee_8_3_2_19`:

<input type="text" class="myInput" id="myInput" onkeyup="searchTableJupyter(this, 'eee_table4_164')"
    placeholder="Search table...">

```{list-table} Recommended parameters for $\Pi_{\text{application}\_ i}$ for the launch, time to reach orbit and in-orbit
:name: eee-table4-164

* - <table class="myTable" id="eee_table4_164">
        <thead>
            <th>
                <p><strong>Criterion</strong></p>
            </th>
            <th>
                <p><strong>Description</strong></p>
            </th>
            <th>
                <p><strong>Levels</strong></p>
            </th>
            <th>
                <p><strong>Examples and comments</strong></p>
            </th>
            <th>
                <p><strong>Weight</strong></p>
                <p><strong>POS</strong></p>
            </th>
        </thead>
        <tr>
            <td>
                <p>User type in the phase considered</p>
            </td>
            <td>
                <p>Represents the capability to respect procedures, facing operational constraints.</p>
            </td>
            <td>
                <p><strong>0: Favourable</strong></p>
                <p>1: Moderate</p>
                <p>2: Unfavourable</p>
            </td>
            <td>
                <p><strong>0: Industry</strong></p>
                <p>1: General public</p>
                <p>2: Military</p>
                <p>The most severe level must be adopted for military applications</p>
            </td>
            <td>
                <p>20</p>
            </td>
        </tr>
        <tr>
            <td>
                <p>User qualification level in the phase considered</p>
            </td>
            <td>
                <p>Represents the level of control of the user or the worker regarding an operational context</p>
            </td>
            <td>
                <p><strong>0: Favourable</strong></p>
                <p>1: Moderate</p>
                <p>2: Unfavourable</p>
            </td>
            <td>
                <p><strong>0: Highly qualified</strong></p>
                <p>1: Qualified</p>
                <p>2: Slightly qualified or with little experience</p>
                <p>In some phases, the user to be considered is the person who does the maintenance or servicing</p>
            </td>
            <td>
                <p>10</p>
            </td>
        </tr>
        <tr>
            <td>
                <p>System mobility</p>
            </td>
            <td>
                <p>Represents contingencies related to possibilities of the system being moved</p>
            </td>
            <td>
                <p><strong>0:Non aggressive</strong></p>
                <p>1: Moderate</p>
                <p>2: Severe</p>
            </td>
            <td>
                <p><strong>0: Few contingencies (fixed or stable environment)</strong></p>
                <p>1: Moderate contingencies</p>
                <p>2: Severe contingencies, large variability (automobile)</p>
            </td>
            <td>
                <p>4</p>
            </td>
        </tr>
        <tr>
            <td>
                <p>Product manipulation</p>
            </td>
            <td>
                <p>Represents the possibility of false manipulations, shocks, drops, etc .</p>
            </td>
            <td>
                <p><strong>0:Non aggressive</strong></p>
                <p>1: Moderate</p>
                <p>2: Severe</p>
            </td>
            <td>
                <p><strong>0: Not manipulated</strong></p>
                <p>1: Manipulation without displacement or disassembly</p>
                <p>2: Manipulation with displacement or disassembly</p>
                <p>The severe level should be adopted if maintenance on the product is possible in the phase
                    considered</p>
            </td>
            <td>
                <p>15</p>
            </td>
        </tr>
        <tr>
            <td>
                <p>Type of electrical network for the system</p>
            </td>
            <td>
                <p>Represents the level of electrical disturbance expected on power supplies, signals and electrical
                    lines: power on, switching, power supply, connection/disconnection</p>
            </td>
            <td>
                <p><strong>0:Non aggressive</strong></p>
                <p>1: Moderate</p>
                <p>2: Severe</p>
            </td>
            <td>
                <p><strong>0: Undisturbed network (dedicated regulated power supply)</strong></p>
                <p>1: Slightly disturbed network</p>
                <p>2: Network subject to disturbances (on board network)</p>
                <p>The network type is a system data but that can be broken down and related to specific products
                </p>
            </td>
            <td>
                <p>4</p>
            </td>
        </tr>
        <tr>
            <td>
                <p>Product exposure to human activity</p>
            </td>
            <td>
                <p>Represents exposure to contingencies related to human activity: shock, change in final use, etc.
                </p>
            </td>
            <td>
                <p><strong>0:Non aggressive</strong></p>
                <p>1: Moderate</p>
                <p>2: Severe</p>
            </td>
            <td>
                <p><strong>0: Uninhabitable zone</strong></p>
                <p>1: Possible activity in the product zone</p>
                <p>2: Normal activity in the product zone</p>
                <p>The product can be exposed to human activity even if it is not handled itself during normal use
                </p>
            </td>
            <td>
                <p>8</p>
            </td>
        </tr>
        <tr>
            <td>
                <p>Product exposure to machine disturbances</p>
            </td>
            <td>
                <p>Represents contingencies related to operation of machines, engines, actuators: shock,
                    overheating, electrical disturbances, pollutants, etc.</p>
            </td>
            <td>
                <p>0:Non aggressive</p>
                <p><strong>1: Moderate</strong></p>
                <p>2: Severe</p>
            </td>
            <td>
                <p>0: Null (telephone)</p>
                <p><strong>1: Indirect exposure (product in compartment)</strong></p>
                <p>2: Strong or direct exposure (product in engine area)</p>
            </td>
            <td>
                <p>3</p>
            </td>
        </tr>
        <tr>
            <td>
                <p>Product exposure to the weather</p>
            </td>
            <td>
                <p>Represents exposure to rain, hail, frost, sandstorm, lightning, dust</p>
            </td>
            <td>
                <p><strong>0:Non aggressive</strong></p>
                <p>1: Moderate</p>
                <p>2: Severe</p>
            </td>
            <td>
                <p><strong>0: Null (home)</strong></p>
                <p>1: Indirect exposure (compartment, station hall)</p>
                <p>2: Outdoors (automobile engine)</p>
            </td>
            <td>
                <p>2</p>
            </td>
        </tr>
    </table>
```

A mark is given for each level: 1 for level 0, 3.2 for level 1 and 10 for level 2. This mark is multiplied by the weight ($P_{os}$) and the sum of all the products is divided by 66. For the present application here, we consider $\Pi_{\text{application}}$ = 1.1, the value determined in the frame of an Airbus Defence & Space observation project, for all in flight phases.

```{admonition} Note
:class: note

In bold in the table are the levels considered for the space environment (orbit raising and orbit keeping). They represent the typical environment met in space for satellites, hence the figure can be used for all in flight phases for all projects provided they don't present a specific application; in that case, it has to be re-evaluated.
```

> $\Pi_{\text{ruggedising}}$

The ruggedising factor is determined through a 16 questions audit ensuring the evaluation of the procedures established to guarantee the safety and maintenance of the product and that the procedures are indeed applied. See {numref}`eee_8_3_2_17`.

> $C_{\text{sensitivity}}$

The induced factor $C_{\text{sensitivity}}$ presented in {numref}`eee_8_3_2_21` is provided in the following table:

```{list-table} Induced factor coefficient of sensitivity for transformers.
:name: eee-table4-165
:header-rows: 1
:widths: 70 30

*   - Technologies
    - $C_{\text{sensitivity}}$
*   - For low power (or low level) transformers (lower than 100W or 100VA)
    - 6.90
*   - For high power transformers (equal to or higher than 100W or 100VA)
    - 6.80
```

```{admonition} Note
:class: note

For the 2021 issue of FIDES, these values have been updated to 5.63 and 6.13.
```

> **c) Component manufacturing factor $\Pi_{\text{PM}}$**

The Part\_Manufacturing factor presented in {numref}`eee_8_3_3` represents the quality of the component. This factor transcribes the confidence that can be attributed to the way the part has been manufactured, through factors quantifying the manufacturing process of the part, the tests ran and the confidence in the manufacturer.

Its high level formula is

````{admonition} Equation
:class: equation
```{math}
:label: eq_eee_fam_33
{\pi_{\text{PM}} = e}^{1.39*\left( 1 - Part_{\text{Grade}} \right) - 0.69}
```

with

```{math}
:label: eq_eee_fam_34
Part\_ Grade = \ \frac{\left( \text{QA}_{\text{manufacturer}} + \text{QA}_{\text{component}} \right) \times \varepsilon}{24}
```
````

These parameters are determined through tables available in FIDES.

-  $\text{QA}_{\text{manufacturer}}$ is presented in {numref}`eee_8_3_3_2`

-   $\text{QA}_{\text{component}}$ is presented in {numref}`eee_8_3_3_3` and defined in {numref}`eee-table4-166`

-   $\text{RA}_{\text{component}}$ is presented in {numref}`eee_8_3_3_4`

-   $\epsilon$  is presented in {numref}`eee_8_3_3_7`

Component manufacturing factor $\pi_{\text{PM}}$ according to {numref}`eee_8_3_3` with component quality assurance levels $\text{QA}_{\text{component}}$ defined in the following tables:

<input type="text" class="myInput" id="myInput" onkeyup="searchTableJupyter(this, 'eee-table4-166')" placeholder="Search table...">

```{list-table} Recommendation for definition of parameter $\text{QA}_{\text{component}}$ for thermistors.
:name: eee-table4-166
:header-rows: 1
:widths: 60 25 15

*   - Thermistors: Component quality assurance level
    - Position relative to the state of the art
    - $\text{QA}_{\text{component}}$
*   - Qualification according to one of the following standards: AEC Q200, MIL-STD-981 class S, MIL-PRF-xxx level T, ESCC 320x, NASDA-QTS-xxxx class I
    - Higher
    - 3
*   - Qualification according to one of the following standards: MIL-STD-981 class B, MIL-PRF-xxx level M, NASDA-QTS-xxxx class II with identification of manufacturing sites for these standards, qualification according to approved {term}`CECC` standards.
    - Equivalent
    - 2
*   - Qualification according to one of the following MIL-PRF-xxxx level C, or qualification program internal to the manufacturer and unidentified manufacturing sites
    - Lower
    - 1
*   - No information
    - Much
    - 0
```

> **d) Determination of the $\Pi_{\text{Process}}$ factor**

The $\Pi_{\text{Process}}$ factor is determined according to the formula presented in {numref}`eee_8_3_2_3`.

**Summary for the Transformers family 13**

<table class="myTable">
    <thead>
        <th><strong>Section</strong></th>
        <th><strong>Component types</strong></th>
        <th><strong>Modifications and adaptations for space applications</strong></th>
    </thead>
    <tr>
        <td>13</td>
        <td>Transformers</td>
        <td>
            <p>Definition of the limit between low power and high power transformers</p>
        </td>
    </tr>
</table>

(eee_8_3_5_14)=
## Switches (family 14)

Switches are classified as family 14 in {term}`EPPL` {cite:p}`eee-EPPL007-37`. 

Most of the switches used for Space applications can be modelled through FIDES.

The following table presents the different subfamilies and the corresponding models with the FIDES method, giving the pages where it can be found in both versions (2009 & 2021), for information.

<input type="text" class="myInput" id="myInput" onkeyup="searchTableJupyter(this, 'eee_table4_167')"
    placeholder="Search table...">

```{list-table} Groups of switches.
:name: eee-table4-167

* - <table class="myTable" id="eee_table4_167">
        <thead>
            <tr>
                <th rowspan="2"><strong>Groups of switches</strong></th>
                <th colspan="2"><strong>Models in FIDES 2009</strong></th>
                <th rowspan="2"><strong>Proposed models in FIDES</strong></th>
                <th rowspan="2"><strong>Remarks</strong></th>
            </tr>
            <tr>
                <th>2009</th>
                <th>2021</th>
            </tr>
        </thead>
       <tr>
            <td>01 Standard DC/AC power toggle</td>
            <td>p150</td>
            <td>p168</td>
            <td>“Toggle”</td>
            <td>ECSW</td>
        </tr>
        <tr>
            <td>02 Circuit breaker</td>
            <td>No</td>
            <td>No</td>
            <td>Not used in space applications</td>
            <td></td>
        </tr>
        <tr>
            <td>03 RF switch</td>
            <td>No</td>
            <td>No</td>
            <td>Based on the number of operations of the part</td>
            <td></td>
        </tr>
        <tr>
            <td>04 Microswitch</td>
            <td>No/Yes</td>
            <td>No/Yes</td>
            <td>Recommendation to use “Toggle”</td>
            <td>ECSW</td>
        </tr>
        <tr>
            <td>05 Reed switch</td>
            <td>No/Yes</td>
            <td>No/Yes</td>
            <td>Recommendation to use “Toggle”</td>
            <td>ECSW</td>
        </tr>
    </table>
```

**General model for the switches family**

````{admonition} Equation
:class: equation
```{math}
:label: Equation_1_172
\lambda = \lambda_{\text{Physical}} \cdot \Pi_{\text{PM}} \cdot \Pi_{\text{LF}} \cdot \Pi_{\text{Process}}
```
-   $\lambda_{\text{Physical}}$ the physical contribution for each component,

-   $\Pi_{\text{PM}}$ the quality and technical control over manufacturing of the item,

-   $\Pi_{\text{Process}}$ the quality and technical control over the development, manufacturing and use process for the product containing the item, see {numref}`eee_8_3_2_1`,

-   $\Pi_{\text{LF}}$ the factor representing the process to become lead-free if it has to be considered for Space applications, it is equal to 1 (see {numref}`eee_8_3`).
````


> **a) Mission profile**

In order to model the reliability for each component of a unit, it is necessary to define the mission profile corresponding to the unit under consideration. See {numref}`eee_8_3_1` for details.

> **b) Calculation of $\lambda_{\text{Physical}}$**

````{admonition} Equation
:class: equation
```{math}
:label: Equation_1_173
\lambda_{\text{Physical}} = \lambda_{O_{\text{Switch}}} \cdot \sum_{i}^{\text{Phases}}{\frac{\left( t_{\text{phase}} \right)_{i}}{t_{\text{total}}} \cdot \left( \Pi_{\text{Thermal}} + \Pi_{\text{Electrical}} + \Pi_{\text{TCy}} + \Pi_{\text{Mechanical}} \right)_{i}} \cdot \left( \Pi_{\text{induced}} \right)_{i}
```
````

$\lambda_{O_{\text{Switch}}}$ is equal to 0.85 whatever the switch.

For space applications, $\Pi_{\text{Chemical}}$ is equal to 0, $\Pi_{\text{manoeuvres}}$ is equal to 1.

**Physical stresses for the switches family:**

````{admonition} Equation
:class: equation
```{math}
:label: Equation_1_174
\Pi_{\text{Thermal}} = 0.21 \cdot C_{\text{TH}} \cdot \Pi_{\text{TH\ contact}} \cdot exp\left\lbrack 11604 \cdot E_{a} \cdot \left( \frac{1}{313} - \frac{1}{273 + T^{'}} \right) \right\rbrack
```
````

$E_{a}$ = 0.25eV;
$C_{\text{TH}}$ = 1.11;

````{admonition} Equation
:class: equation
```{math}
:label: Equation_1_175
T^{'} = \left\{ \begin{matrix}                                                                                        
  40 - \frac{85}{55} \cdot \left( T_{board\_ ref} + \Delta T \right) & \mathrm{\text{if}}\ T_{board\_ ref} + \Delta T \leq 0{^\circ}C \\   
  40{^\circ}C & \mathrm{\text{if}}\ {0{^\circ}C < T}_{board\_ ref} + \Delta T \leq 40{^\circ}C \\                                            
  T_{board\_ ref} + \Delta T & \mathrm{\text{if}}\ T_{board\_ ref} + \Delta T > 40{^\circ}C \\                                               
  \end{matrix} \right.\ 
```
````

$\Pi_{\text{TH\ contact}}$ is equal to:

-   1 for temperatures $T_{board\_ ref} + \mathrm{\Delta}T \leq 125{^\circ}C$;

-   $\Pi_{\text{MEcontact}} \cdot \Pi_{\text{pole}}$ for temperatures higher than 125°C;

-   With $\Pi_{\text{pole}}$ depending on the type of switch (for SPST $\Pi_{\text{pole}}$= 1, for DPDT $\Pi_{\text{pole}}$= 3, for 3PDT $\Pi_{\text{pole}}$= 4.25 and for 4PDT $\Pi_{\text{pole}}$= 5.5).

$\Pi_{\text{ME\ contact}}$ is equal to:

-   1.5 for gold plated contact;

-   1.0 for silver plated contact.

All other parameters are issued from the mission profile.


````{admonition} Equation
:class: equation
```{math}
:label: Equation_1_176
\Pi_{\text{Electrical}} = 0.59 \cdot {C_{\text{EL}} \cdot \Pi}_{\text{pole}} \cdot \Pi_{\text{EL\ breaking}} \cdot \Pi_{\text{load\ type}} \cdot {S_{V}}^{m_{1}} \cdot {S_{I}}^{m_{2}}
```
````

$C_{\text{EL}}$ = 0.56;

$\Pi_{\text{pole}}$ depending on the type of switch (for SPST $\Pi_{\text{pole}}$= 1, for DPDT $\Pi_{\text{pole}}$=3, for 3PDT $\Pi_{\text{pole}}$=4.25 and for 4PDT $\Pi_{\text{pole}}$=5.5).

$\Pi_{\text{EL\ breaking}}$ is equal to:

-   1.5 for a breaking capacity \< 2A;

-   1.2 for a breaking capacity ≥ 2A;

$\Pi_{\text{load\ type}}$, $S_{V}$ and $S_{I}$ are equal to:

<input type="text" class="myInput" id="myInput" onkeyup="searchTableJupyter(this, 'eee-table4-168')" placeholder="Search table...">

```{list-table} Electrical parameters of switches.
:name: eee-table4-168
:header-rows: 1
:widths: 40 20 20 20

*   - Load type
    - $\Pi_{\text{load\ type}}$
    - $S_{V}$
    - $S_{I}$
*   - Resistive
    - 0.3
    - 1
    - $I_{\text{contact}}/I_{\text{nominal}}$
*   - Inductive
    - 8
    - 1
    - $I_{\text{contact}}/I_{\text{nominal}}$
*   - Incandescent lamp
    - 4
    - $V_{\text{contact}}/V_{\text{nominal}}$
    - $I_{\text{contact}}/I_{\text{nominal}}$
*   - Capacitive
    - 6
    - $V_{\text{contact}}/V_{\text{nominal}}$
    - 1
```

$m_{1}$ and $m_{2}$ are equal to:

```{list-table} Power parameters of switches.
:name: eee-table4-169
:header-rows: 1
:widths: 25 25 25 25

*   - $V_{\text{contact}}/V_{\text{nominal}}$
    - $m_{1}$
    - $I_{\text{contact}}/I_{\text{nominal}}$
    - $m_{2}$
*   - ≤1
    - 3
    - ≤1
    - 3
*   - \>1
    - 8.8
    - \>1
    - 5.9
```

All other parameters are issued from the mission profile. 

````{admonition} Equation
:class: equation
```{math}
:label: Equation_1_177
\Pi_{\text{Tcy}} = 0.02 \cdot \Pi_{\text{prot\ TCY}} \cdot \left( \frac{{12 \cdot N}_{cy\_ phase}}{t_{\text{phase}}} \right) \cdot \left( \frac{min(\theta_{\text{cy}},2)}{2} \right)^{\frac{1}{3}} \cdot \left( \frac{\text{ΔT}_{\text{cycling}}}{20} \right)^{1.9} \cdot exp\left\lbrack 1414 \cdot \left( \frac{1}{313} - \frac{1}{{273 + T}_{max\_ cycling}} \right) \right\rbrack
```
````

$C_{\text{TCy}}$ = 0.56;

$\Pi_{\text{pole}}$ depends on the type of switch (for SPST $\Pi_{\text{pole}}$= 1, for DPDT $\Pi_{\text{pole}}$= 3, for 3PDT $\Pi_{\text{pole}}$= 4.25 and for 4PDT $\Pi_{\text{pole}}$= 5.5).

$\Pi_{\text{prot\ TCY}}$ depends on the switch protection level:

-   1 for hermetic switch;

-   3 for sealed or not sealed switch.

All other parameters are issued from the mission profile.

````{admonition} Equation
:class: equation
```{math}
:label: Equation_1_178
\Pi_{\text{Mechanical}} = 0.06 \cdot C_{\text{MECH}} \cdot \Pi_{\text{pole}} \cdot \Pi_{\text{ME\ contact}} \cdot \Pi_{\text{ME\ breaking}} \cdot \left( \frac{G_{\text{rms}}}{0.5} \right)^{1.5}
```
````

$C_{\text{MECH}}$ = 1.11;

$\Pi_{\text{pole}}$ depending on the type of switch (for SPST $\Pi_{\text{pole}}$= 1, for DPDT $\Pi_{\text{pole}}$= 3, for 3PDT $\Pi_{\text{pole}}$= 4.25 and for 4PDT $\Pi_{\text{pole}}$= 5.5).

$\Pi_{\text{ME\ contact}}$ is equal to:

-   1.5 for gold plated contact;

-   1 for silver plated contact.

$\Pi_{\text{ME\ breaking}}$ is equal to:

-   3 for a breaking capacity \< 2A;

-   1 for a breaking capacity ≥ 2A.

All other parameters are issued from the mission profile.

**Induced factor $\Pi_{\text{induced}}$**

The $\Pi_{\text{induced}}$ factor allows taking into account the influence of the mission profile as described in {numref}`eee_8_3_1`. Its formula is:

````{admonition} Equation
:class: equation
```{math}
:label: Equation_1_179
\Pi_{\text{induced}\_ i} = \left( \Pi_{\text{placement}\_ i} \cdot \Pi_{\text{application}\_ i} \cdot \Pi_{\text{ruggedising}} \right)^{0.511 \cdot ln(C_{\text{sensitivity}})}
```
````

> $\Pi_{placement}$

The Pi Placement depends on the function, there are 6 choices to choose as recalled here from Table XX:

<input type="text" class="myInput" id="myInput" onkeyup="searchTableJupyter(this, 'eee-table4-170')" placeholder="Search table...">

```{list-table} Recommendation for the definition of parameter $\Pi_{\text{placement}\_ i}$.
:name: eee-table4-170
:header-rows: 1
:widths: 70 30

*   - Description of the placement influence
    - $\Pi_{\text{placement}\_ i}$
*   - Digital non-interface function
    - 1.0
*   - Digital interface function
    - 1.6
*   - Analog low-level non-interface function (<1A)
    - 1.3
*   - Analog low-level interface function (<1A)
    - 2.0
*   - Analog power non-interface function (≥1A)
    - 1.6
*   - Analog power interface function (≥1A)
    - 2.5
```

> $\Pi_{\text{application}}$

$\Pi_{\text{application}}$ represents the influence of the type of application and the environment of the product containing the part. This factor varies depending on the phase of the profile.

It is evaluated through the questions presented in the following table and addressed in {numref}`eee_8_3_2_19`:

<input type="text" class="myInput" id="myInput" onkeyup="searchTableJupyter(this, 'eee_table4_171')"
    placeholder="Search table...">

```{list-table} Recommended parameters for $\Pi_{\text{application}\_ i}$ for the launch, time to reach orbit and in-orbit
:name: eee-table4-171

* - <table class="myTable" id="eee_table4_171">
        <thead>
            <th>
                <p><strong>Criterion</strong></p>
            </th>
            <th>
                <p><strong>Description</strong></p>
            </th>
            <th>
                <p><strong>Levels</strong></p>
            </th>
            <th>
                <p><strong>Examples and comments</strong></p>
            </th>
            <th>
                <p><strong>Weight</strong></p>
                <p><strong>POS</strong></p>
            </th>
        </thead>
        <tr>
            <td>
                <p>User type in the phase considered</p>
            </td>
            <td>
                <p>Represents the capability to respect procedures, facing operational constraints.</p>
            </td>
            <td>
                <p><strong>0: Favourable</strong></p>
                <p>1: Moderate</p>
                <p>2: Unfavourable</p>
            </td>
            <td>
                <p><strong>0: Industry</strong></p>
                <p>1: General public</p>
                <p>2: Military</p>
                <p>The most severe level must be adopted for military applications</p>
            </td>
            <td>
                <p>20</p>
            </td>
        </tr>
        <tr>
            <td>
                <p>User qualification level in the phase considered</p>
            </td>
            <td>
                <p>Represents the level of control of the user or the worker regarding an operational context</p>
            </td>
            <td>
                <p><strong>0: Favourable</strong></p>
                <p>1: Moderate</p>
                <p>2: Unfavourable</p>
            </td>
            <td>
                <p><strong>0: Highly qualified</strong></p>
                <p>1: Qualified</p>
                <p>2: Slightly qualified or with little experience</p>
                <p>In some phases, the user to be considered is the person who does the maintenance or servicing</p>
            </td>
            <td>
                <p>10</p>
            </td>
        </tr>
        <tr>
            <td>
                <p>System mobility</p>
            </td>
            <td>
                <p>Represents contingencies related to possibilities of the system being moved</p>
            </td>
            <td>
                <p><strong>0:Non aggressive</strong></p>
                <p>1: Moderate</p>
                <p>2: Severe</p>
            </td>
            <td>
                <p><strong>0: Few contingencies (fixed or stable environment)</strong></p>
                <p>1: Moderate contingencies</p>
                <p>2: Severe contingencies, large variability (automobile)</p>
            </td>
            <td>
                <p>4</p>
            </td>
        </tr>
        <tr>
            <td>
                <p>Product manipulation</p>
            </td>
            <td>
                <p>Represents the possibility of false manipulations, shocks, drops, etc .</p>
            </td>
            <td>
                <p><strong>0:Non aggressive</strong></p>
                <p>1: Moderate</p>
                <p>2: Severe</p>
            </td>
            <td>
                <p><strong>0: Not manipulated</strong></p>
                <p>1: Manipulation without displacement or disassembly</p>
                <p>2: Manipulation with displacement or disassembly</p>
                <p>The severe level should be adopted if maintenance on the product is possible in the phase
                    considered</p>
            </td>
            <td>
                <p>15</p>
            </td>
        </tr>
        <tr>
            <td>
                <p>Type of electrical network for the system</p>
            </td>
            <td>
                <p>Represents the level of electrical disturbance expected on power supplies, signals and electrical
                    lines: power on, switching, power supply, connection/disconnection</p>
            </td>
            <td>
                <p><strong>0:Non aggressive</strong></p>
                <p>1: Moderate</p>
                <p>2: Severe</p>
            </td>
            <td>
                <p><strong>0: Undisturbed network (dedicated regulated power supply)</strong></p>
                <p>1: Slightly disturbed network</p>
                <p>2: Network subject to disturbances (on board network)</p>
                <p>The network type is a system data but that can be broken down and related to specific products
                </p>
            </td>
            <td>
                <p>4</p>
            </td>
        </tr>
        <tr>
            <td>
                <p>Product exposure to human activity</p>
            </td>
            <td>
                <p>Represents exposure to contingencies related to human activity: shock, change in final use, etc.
                </p>
            </td>
            <td>
                <p><strong>0:Non aggressive</strong></p>
                <p>1: Moderate</p>
                <p>2: Severe</p>
            </td>
            <td>
                <p><strong>0: Uninhabitable zone</strong></p>
                <p>1: Possible activity in the product zone</p>
                <p>2: Normal activity in the product zone</p>
                <p>The product can be exposed to human activity even if it is not handled itself during normal use
                </p>
            </td>
            <td>
                <p>8</p>
            </td>
        </tr>
        <tr>
            <td>
                <p>Product exposure to machine disturbances</p>
            </td>
            <td>
                <p>Represents contingencies related to operation of machines, engines, actuators: shock,
                    overheating, electrical disturbances, pollutants, etc.</p>
            </td>
            <td>
                <p>0:Non aggressive</p>
                <p><strong>1: Moderate</strong></p>
                <p>2: Severe</p>
            </td>
            <td>
                <p>0: Null (telephone)</p>
                <p><strong>1: Indirect exposure (product in compartment)</strong></p>
                <p>2: Strong or direct exposure (product in engine area)</p>
            </td>
            <td>
                <p>3</p>
            </td>
        </tr>
        <tr>
            <td>
                <p>Product exposure to the weather</p>
            </td>
            <td>
                <p>Represents exposure to rain, hail, frost, sandstorm, lightning, dust</p>
            </td>
            <td>
                <p><strong>0:Non aggressive</strong></p>
                <p>1: Moderate</p>
                <p>2: Severe</p>
            </td>
            <td>
                <p><strong>0: Null (home)</strong></p>
                <p>1: Indirect exposure (compartment, station hall)</p>
                <p>2: Outdoors (automobile engine)</p>
            </td>
            <td>
                <p>2</p>
            </td>
        </tr>
    </table>
```

A mark is given for each level: 1 for level 0, 3.2 for level 1 and 10 for level 2. This mark is multiplied by the weight ($P_{os}$) and the sum of all the products is divided by 66. For the present application here, we consider $\Pi_{\text{application}}$ = 1.1, the value determined in the frame of an Airbus Defence & Space observation project, for all in flight phases.

```{admonition} Note
:class: note

In bold in the table are the levels considered for the space environment (orbit raising and orbit keeping). They represent the typical environment met in space for satellites, hence the figure can be used for all in flight phases for all projects provided they don't present a specific application; in that case, it has to be re-evaluated.
```

> $\Pi_{\text{ruggedising}}$

The ruggedising factor is determined through a 16 questions audit ensuring the evaluation of the procedures established to guarantee the safety and maintenance of the product and that the procedures are indeed applied. See {numref}`eee_8_3_2_17`.

> $C_{\text{sensitivity}}$

The induced factor $C_{\text{sensitivity}}$ presented in {numref}`eee_8_3_2_21` is provided in the following table:

```{list-table} Induced factor coefficient of sensitivity for switches.
:name: eee-table4-172
:header-rows: 1
:widths: 70 30

*   - Technologies
    - $C_{\text{sensitivity}}$
*   - Switches
    - 7.45
```

```{admonition} Note
:class: note

For the 2021 issue of FIDES, this value has not updated to 7.38.
```

> **c) Component manufacturing factor $\Pi_{\text{PM}}$**

The Part\_Manufacturing factor presented in {numref}`eee_8_3_3` represents the quality of the component. This factor transcribes the confidence that can be attributed to the way the part has been manufactured, through factors quantifying the manufacturing process of the part, the tests ran and the confidence in the manufacturer.

Its high level formula is

````{admonition} Equation
:class: equation
```{math}
:label: eq_eee_fam_35
{\pi_{\text{PM}} = e}^{1.39*\left( 1 - Part_{\text{Grade}} \right) - 0.69}
```

with

```{math}
:label: eq_eee_fam_36
Part\_ Grade = \ \frac{\left( \text{QA}_{\text{manufacturer}} + \text{QA}_{\text{component}} \right) \times \varepsilon}{24}
```
````

These parameters are determined through tables available in FIDES.

-  $\text{QA}_{\text{manufacturer}}$ is presented in {numref}`eee_8_3_3_2`

-   $\text{QA}_{\text{component}}$ is presented in {numref}`eee_8_3_3_3` and defined in {numref}`eee-table4-173`

-   $\text{RA}_{\text{component}}$ is presented in {numref}`eee_8_3_3_4`

-   $\epsilon$  is presented in {numref}`eee_8_3_3_7`

Component manufacturing factor $\pi_{\text{PM}}$ according to {numref}`eee_8_3_3` with component quality assurance levels $\text{QA}_{\text{component}}$ defined in the following tables:

<input type="text" class="myInput" id="myInput" onkeyup="searchTableJupyter(this, 'eee-table4-173')" placeholder="Search table...">

```{list-table} Recommendation for definition of parameter $\text{QA}_{\text{component}}$ for switches.
:name: eee-table4-173
:header-rows: 1
:widths: 60 25 15

*   - Switches: Component quality assurance level
    - Position relative to the state of the art
    - $\text{QA}_{\text{component}}$
*   - Qualification according to one of the following standards: ESCC 370x, MIL-PRF-8805
    - Higher
    - 3
*   - Qualification according to one of the following standards: MIL-PRF-24236, MIL-C-xxxx
    - Equivalent
    - 2
*   - Qualification according to one of the following approved {term}`EIA`, IEC, SAE, {term}`BS`
    - Lower
    - 1
*   - No information
    - Much
    - 0
```

> **d) Determination of the $\Pi_{\text{Process}}$ factor**

The $\Pi_{\text{Process}}$ factor is determined according to the formula presented in {numref}`eee_8_3_2_3`.

**Summary for the Switches family 14**

<table class="myTable">
    <thead>
        <th><strong>Section</strong></th>
        <th><strong>Component types</strong></th>
        <th><strong>Modifications and adaptations for space applications</strong></th>
    </thead>
    <tr>
        <td>14</td>
        <td>Switches</td>
        <td>
            <p>Parameters for “Toggle” switch only</p>
            <p>Value of Π<sub>Chemical</sub> equal to 0</p>
            <p>Value of Π<sub>manoeuvres</sub> equal to 1</p>
            <p>Removal of the humidity stress Π<sub>RH</sub></p>
        </td>
    </tr>
</table>


(eee_8_3_5_15)=
## Opto-electronics (family 18)

Opto-electronics are classified as family 18 in {term}`EPPL` {cite:p}`eee-EPPL007-37`. 

Some of the opto-electronics components used for Space applications can be modelled through FIDES.

The following table presents the different subfamilies and the corresponding models with the FIDES method, giving the pages where it can be found in both versions (2009 & 2021), for information.

<input type="text" class="myInput" id="myInput" onkeyup="searchTableJupyter(this, 'eee_table4_174')"
    placeholder="Search table...">

```{list-table} Groups of opto-electronics.
:name: eee-table4-174

* - <table class="myTable" id="eee_table4_174">
        <thead>
            <tr>
                <th rowspan="2"><strong>Groups of opto-electronics</strong></th>
                <th colspan="2"><strong>Models in FIDES 2009</strong></th>
                <th rowspan="2"><strong>Proposed models in FIDES</strong></th>
                <th rowspan="2"><strong>Remarks</strong></th>
            </tr>
            <tr>
                <th>2009</th>
                <th>2021</th>
            </tr>
        </thead>
       <tr>
            <td>01 Optocoupler</td>
            <td>p128</td>
            <td>p144</td>
            <td>
                <p>“Optocoupler with photodiode”</p>
                <p>“Optocouple with phototransistor”</p>
            </td>
            <td>
                <p>ECOP_01</p>
                <p>ECOP_02</p>
            </td>
        </tr>
        <tr>
            <td>02 LED</td>
            <td>p125</td>
            <td>p141</td>
            <td>“LED” but not much used in space applications</td>
            <td>ECLE</td>
        </tr>
        <tr>
            <td>03 Phototransistor</td>
            <td>No</td>
            <td>No</td>
            <td>Telcordia SR-332 : “phototransistor” after investigation and assessment.</td>
            <td>NA</td>
        </tr>
        <tr>
            <td>04 Photodiode</td>
            <td>No</td>
            <td>No</td>
            <td>Telcordia SR-332 : “photodiode” after investigation and assessment.</td>
            <td>NA</td>
        </tr>
        <tr>
            <td>05 Laser diode</td>
            <td>No</td>
            <td>No</td>
            <td>Telcordia SR-332 : “Single LED/LCD Segment” after investigation and assessment.
            </td>
            <td>NA</td>
        </tr>
        <tr>
            <td>06 CCD</td>
            <td>No</td>
            <td>No</td>
            <td>“ASIC, Silicon bipolar, BiCMOS, Digital ASIC”</td>
            <td>ECAS</td>
        </tr>
        <tr>
            <td>07 LCD screen</td>
            <td>p206</td>
            <td>p232</td>
            <td>“LCD screens (TFT, STN)” but not used in space applications</td>
            <td>NA</td>
        </tr>
        <tr>
            <td>Laser detector</td>
            <td>No</td>
            <td>No</td>
            <td>Telcordia SR-332 : “Laser Module - CW Laser” after investigation and assessment.
            </td>
            <td>NA</td>
        </tr>
        <tr>
            <td>Laser transceiver</td>
            <td>No</td>
            <td>No</td>
            <td>Telcordia SR-332: “Laser Module - CW Laser” after investigation and assessment.
            </td>
            <td>NA</td>
        </tr>
    </table>
```

```{note}
Investigation and assessment according to {numref}`eee_8_4`.
```

(eee_8_3_5_15_1)=
### LED

**General model for the opto-electronics family:**

````{admonition} Equation
:class: equation
```{math}
:label: Equation_1_180
\lambda = \lambda_{\text{Physical}} \cdot \Pi_{\text{PM}} \cdot \Pi_{\text{LF}} \cdot \Pi_{\text{Process}}
```
-   $\lambda_{\text{Physical}}$ the physical contribution for each component,

-   $\Pi_{\text{PM}}$ the quality and technical control over manufacturing of the item,

-   $\Pi_{\text{Process}}$ the quality and technical control over the development, manufacturing and use process for the product containing the item, see {numref}`eee_8_3_2_1`,

-   $\Pi_{\text{LF}}$ the factor representing the process to become lead-free if it has to be considered for Space applications, it is equal to 1 (see {numref}`eee_8_3`).
````


> **a) Mission profile**

In order to model the reliability for each component of a unit, it is necessary to define the mission profile corresponding to the unit under consideration. See {numref}`eee_8_3_1` for details.

> **b) Calculation of $\lambda_{\text{Physical}}$**

````{admonition} Equation
:class: equation
```{math}
:label: Equation_1_181
\lambda_{\text{Physical}} = \sum_{i}^{\text{Phases}}{\frac{\left( t_{\text{phase}} \right)_{i}}{t_{\text{total}}} \cdot \begin{pmatrix} 
  {\lambda_{\text{OTH}} \cdot \Pi}_{\text{Thermal}} \\                                                                                        
  {+ \lambda_{\text{OTCyCase}} \cdot \Pi}_{\text{TCyCase}} \\                                                                                 
  \begin{matrix}                                                                                                                                
  {+ \lambda_{\text{OTCySolderjoints}} \cdot \Pi}_{\text{TCySolderjoints}} \\                                                                 
  {+ \lambda_{\text{ORH}} \cdot \Pi}_{\text{RH}} \\                                                                                           
   + \lambda_{\text{OMech}} \cdot \Pi_{\text{Mech}} \\                                                                                        
  \end{matrix} \\                                                                                                                               
  \end{pmatrix}_{i}} \cdot \left( \Pi_{\text{induced}} \right)_{i}
```
````

For LEDs, the basic failure rates $\lambda_{\text{OTH}}$ are fixed values depending on the colour of the LED:

```{list-table} Basic failure rates $\lambda_{\text{OTH}}$ for LEDs.
:name: eee-table4-175
:header-rows: 1
:widths: 70 30

*   - Component description
    - $\lambda_{\text{OTH}}$
*   - White colour
    - 0.05
*   - Other colours
    - 0.01
```

All other basic failure rates $\lambda_{\text{ORH}}$, $\lambda_{\text{0TcyCase}}$, $\lambda_{\text{0TcySolderJoints}}$ and $\lambda_{\text{0Mech}}$ depend on the maximum direct current, whether the part is feedthrough or SMD, and on the case type as follows:

<input type="text" class="myInput" id="myInput" onkeyup="searchTableJupyter(this, 'eee_table4_176')"
    placeholder="Search table...">

```{list-table} Basic failure rates $\lambda_{\text{ORH}}$, $\lambda_{\text{0TcyCase}}$, $\lambda_{\text{0TcySolderJoints}}$ and $\lambda_{\text{0Mech}}$ for LEDs.
:name: eee-table4-176

* - <table class="myTable" id="eee_table4_176">
       <thead>
            <th><strong>Direct current IF maximum</strong></th>
            <th><strong>SMD or Through hole</strong></th>
            <th colspan="2"><strong>Case type</strong></th>
            <th><strong>Number of pins</strong></th>
            <th><strong>λ<sub>ORH</sub></strong></th>
            <th><strong>λ<sub>0TcyCase</sub></strong></th>
            <th><strong>λ<sub>0TcySolderJoint</sub></strong></th>
            <th><strong>λ<sub>0Mech</sub></strong></th>
        </thead>
        <tr>
            <td rowspan="13">IF &lt; 150mA</td>
            <td rowspan="2">Through</td>
            <td>T1-x</td>
            <td rowspan="9">Plastic</td>
            <td>2 to 4</td>
            <td rowspan="13">0.0034</td>
            <td rowspan="13">0.0104</td>
            <td rowspan="8">0.0520</td>
            <td rowspan="8">0.0052</td>
        </tr>
        <tr>
            <td>High flux</td>
            <td>4</td>
        </tr>
        <tr>
            <td rowspan="11">SMD</td>
            <td>Chip</td>
            <td>2</td>
        </tr>
        <tr>
            <td rowspan="5">PLCC</td>
            <td>Min 2</td>
        </tr>
        <tr>
            <td>2</td>
        </tr>
        <tr>
            <td>3</td>
        </tr>
        <tr>
            <td>4</td>
        </tr>
        <tr>
            <td>6</td>
        </tr>
        <tr>
            <td>Round</td>
            <td>2</td>
            <td>0.1560</td>
            <td>0.0624</td>
        </tr>
        <tr>
            <td rowspan="2">LGA</td>
            <td>Plastic</td>
            <td rowspan="2">2</td>
            <td>0.2080</td>
            <td>0.0832</td>
        </tr>
        <tr>
            <td>Ceramic</td>
            <td>0.3640</td>
            <td>0.1820</td>
        </tr>
        <tr>
            <td rowspan="2">Other</td>
            <td>Plastic</td>
            <td rowspan="2">In-different</td>
            <td>0.1560</td>
            <td>0.0624</td>
        </tr>
        <tr>
            <td>Ceramic</td>
            <td>0.3640</td>
            <td>0.1820</td>
        </tr>
        <tr>
            <td rowspan="2">IF ≥ 150mA</td>
            <td rowspan="2">SMD</td>
            <td colspan="2">Plastic</td>
            <td rowspan="2">In-different</td>
            <td rowspan="2">0.0031</td>
            <td rowspan="2">0.0042</td>
            <td>0.0420</td>
            <td>0.0064</td>
        </tr>
        <tr>
            <td colspan="2">Ceramic</td>
            <td>0.1470</td>
            <td>0.0735</td>
        </tr>
    </table>
```


**Physical stresses for the opto-electronics family:**

````{admonition} Equation
:class: equation
```{math}
:label: Equation_1_182
\Pi_{\text{Thermal}} = exp\left\lbrack 11604 \cdot E_{a} \cdot \left( \frac{1}{293} - \frac{1}{{273 + T}_{board\_ ref} + \Delta T} \right) \right\rbrack
```
````

$E_{a}$ = 0.4eV for LEDs.
All other parameters are issued from the mission profile. 

````{admonition} Equation
:class: equation
```{math}
:label: Equation_1_183
\Pi_{\text{TcyCase}} = \left( \frac{{12 \cdot N}_{cy\_ phase}}{t_{\text{phase}}} \right) \cdot \left( \frac{\text{ΔT}_{\text{cycling}}}{20} \right)^{4} \cdot exp\left\lbrack 1414 \cdot \left( \frac{1}{313} - \frac{1}{{273 + T}_{max\_ cycling}} \right) \right\rbrack
```
````

````{admonition} Equation
:class: equation
```{math}
:label: Equation_1_184
\Pi_{\text{TcySolderjoints}} = \left( \frac{{12 \cdot N}_{cy\_ phase}}{t_{\text{phase}}} \right) \cdot \left( \frac{min(\theta_{\text{cy}},2)}{2} \right)^{\frac{1}{3}} \cdot \left( \frac{\text{ΔT}_{\text{cycling}}}{20} \right)^{1.9} \cdot exp\left\lbrack 1414 \cdot \left( \frac{1}{313} - \frac{1}{{273 + T}_{max\_ cycling}} \right) \right\rbrack
```
````

````{admonition} Equation
:class: equation
```{math}
:label: Equation_1_185
\Pi_{\text{Mechanical}} = \left( \frac{G_{\text{rms}}}{0.5} \right)^{1.5}
```
````

````{admonition} Equation
:class: equation
```{math}
:label: Equation_1_186
\Pi_{\text{RH}} = \left( \frac{\text{RH}_{board\_ ref}}{70} \right)^{4.4} \cdot \ exp\left\lbrack 11604 \cdot 0.9 \cdot \left( \frac{1}{293} - \frac{1}{{273 + T}_{board\_ ref} + \Delta T} \right) \right\rbrack
```
````

All other parameters are issued from the mission profile.

**Induced factor $\Pi_{\text{induced}}$**

The $\Pi_{\text{induced}}$ factor allows taking into account the influence of the mission profile as described in {numref}`eee_8_3_1`. Its formula is:

````{admonition} Equation
:class: equation
```{math}
:label: Equation_1_187
\Pi_{\text{induced}\_ i} = \left( \Pi_{\text{placement}\_ i} \cdot \Pi_{\text{application}\_ i} \cdot \Pi_{\text{ruggedising}} \right)^{0.511 \cdot ln(C_{\text{sensitivity}})}
```
````

> $\Pi_{placement}$

The Pi Placement depends on the function, there are 6 choices to choose as recalled here from Table XX:

<input type="text" class="myInput" id="myInput" onkeyup="searchTableJupyter(this, 'eee-table4-177')" placeholder="Search table...">

```{list-table} Recommendation for the definition of parameter $\Pi_{\text{placement}\_ i}$.
:name: eee-table4-177
:header-rows: 1
:widths: 70 30

*   - Description of the placement influence
    - $\Pi_{\text{placement}\_ i}$
*   - Digital non-interface function
    - 1.0
*   - Digital interface function
    - 1.6
*   - Analog low-level non-interface function (<1A)
    - 1.3
*   - Analog low-level interface function (<1A)
    - 2.0
*   - Analog power non-interface function (≥1A)
    - 1.6
*   - Analog power interface function (≥1A)
    - 2.5
```

> $\Pi_{\text{application}}$

$\Pi_{\text{application}}$ represents the influence of the type of application and the environment of the product containing the part. This factor varies depending on the phase of the profile.

It is evaluated through the questions presented in the following table and addressed in {numref}`eee_8_3_2_19`:

<input type="text" class="myInput" id="myInput" onkeyup="searchTableJupyter(this, 'eee_table4_178')"
    placeholder="Search table...">

```{list-table} Recommended parameters for $\Pi_{\text{application}\_ i}$ for the launch, time to reach orbit and in-orbit
:name: eee-table4-178

* - <table class="myTable" id="eee_table4_178">
        <thead>
            <th>
                <p><strong>Criterion</strong></p>
            </th>
            <th>
                <p><strong>Description</strong></p>
            </th>
            <th>
                <p><strong>Levels</strong></p>
            </th>
            <th>
                <p><strong>Examples and comments</strong></p>
            </th>
            <th>
                <p><strong>Weight</strong></p>
                <p><strong>POS</strong></p>
            </th>
        </thead>
        <tr>
            <td>
                <p>User type in the phase considered</p>
            </td>
            <td>
                <p>Represents the capability to respect procedures, facing operational constraints.</p>
            </td>
            <td>
                <p><strong>0: Favourable</strong></p>
                <p>1: Moderate</p>
                <p>2: Unfavourable</p>
            </td>
            <td>
                <p><strong>0: Industry</strong></p>
                <p>1: General public</p>
                <p>2: Military</p>
                <p>The most severe level must be adopted for military applications</p>
            </td>
            <td>
                <p>20</p>
            </td>
        </tr>
        <tr>
            <td>
                <p>User qualification level in the phase considered</p>
            </td>
            <td>
                <p>Represents the level of control of the user or the worker regarding an operational context</p>
            </td>
            <td>
                <p><strong>0: Favourable</strong></p>
                <p>1: Moderate</p>
                <p>2: Unfavourable</p>
            </td>
            <td>
                <p><strong>0: Highly qualified</strong></p>
                <p>1: Qualified</p>
                <p>2: Slightly qualified or with little experience</p>
                <p>In some phases, the user to be considered is the person who does the maintenance or servicing</p>
            </td>
            <td>
                <p>10</p>
            </td>
        </tr>
        <tr>
            <td>
                <p>System mobility</p>
            </td>
            <td>
                <p>Represents contingencies related to possibilities of the system being moved</p>
            </td>
            <td>
                <p><strong>0:Non aggressive</strong></p>
                <p>1: Moderate</p>
                <p>2: Severe</p>
            </td>
            <td>
                <p><strong>0: Few contingencies (fixed or stable environment)</strong></p>
                <p>1: Moderate contingencies</p>
                <p>2: Severe contingencies, large variability (automobile)</p>
            </td>
            <td>
                <p>4</p>
            </td>
        </tr>
        <tr>
            <td>
                <p>Product manipulation</p>
            </td>
            <td>
                <p>Represents the possibility of false manipulations, shocks, drops, etc .</p>
            </td>
            <td>
                <p><strong>0:Non aggressive</strong></p>
                <p>1: Moderate</p>
                <p>2: Severe</p>
            </td>
            <td>
                <p><strong>0: Not manipulated</strong></p>
                <p>1: Manipulation without displacement or disassembly</p>
                <p>2: Manipulation with displacement or disassembly</p>
                <p>The severe level should be adopted if maintenance on the product is possible in the phase
                    considered</p>
            </td>
            <td>
                <p>15</p>
            </td>
        </tr>
        <tr>
            <td>
                <p>Type of electrical network for the system</p>
            </td>
            <td>
                <p>Represents the level of electrical disturbance expected on power supplies, signals and electrical
                    lines: power on, switching, power supply, connection/disconnection</p>
            </td>
            <td>
                <p><strong>0:Non aggressive</strong></p>
                <p>1: Moderate</p>
                <p>2: Severe</p>
            </td>
            <td>
                <p><strong>0: Undisturbed network (dedicated regulated power supply)</strong></p>
                <p>1: Slightly disturbed network</p>
                <p>2: Network subject to disturbances (on board network)</p>
                <p>The network type is a system data but that can be broken down and related to specific products
                </p>
            </td>
            <td>
                <p>4</p>
            </td>
        </tr>
        <tr>
            <td>
                <p>Product exposure to human activity</p>
            </td>
            <td>
                <p>Represents exposure to contingencies related to human activity: shock, change in final use, etc.
                </p>
            </td>
            <td>
                <p><strong>0:Non aggressive</strong></p>
                <p>1: Moderate</p>
                <p>2: Severe</p>
            </td>
            <td>
                <p><strong>0: Uninhabitable zone</strong></p>
                <p>1: Possible activity in the product zone</p>
                <p>2: Normal activity in the product zone</p>
                <p>The product can be exposed to human activity even if it is not handled itself during normal use
                </p>
            </td>
            <td>
                <p>8</p>
            </td>
        </tr>
        <tr>
            <td>
                <p>Product exposure to machine disturbances</p>
            </td>
            <td>
                <p>Represents contingencies related to operation of machines, engines, actuators: shock,
                    overheating, electrical disturbances, pollutants, etc.</p>
            </td>
            <td>
                <p>0:Non aggressive</p>
                <p><strong>1: Moderate</strong></p>
                <p>2: Severe</p>
            </td>
            <td>
                <p>0: Null (telephone)</p>
                <p><strong>1: Indirect exposure (product in compartment)</strong></p>
                <p>2: Strong or direct exposure (product in engine area)</p>
            </td>
            <td>
                <p>3</p>
            </td>
        </tr>
        <tr>
            <td>
                <p>Product exposure to the weather</p>
            </td>
            <td>
                <p>Represents exposure to rain, hail, frost, sandstorm, lightning, dust</p>
            </td>
            <td>
                <p><strong>0:Non aggressive</strong></p>
                <p>1: Moderate</p>
                <p>2: Severe</p>
            </td>
            <td>
                <p><strong>0: Null (home)</strong></p>
                <p>1: Indirect exposure (compartment, station hall)</p>
                <p>2: Outdoors (automobile engine)</p>
            </td>
            <td>
                <p>2</p>
            </td>
        </tr>
    </table>
```

A mark is given for each level: 1 for level 0, 3.2 for level 1 and 10 for level 2. This mark is multiplied by the weight ($P_{os}$) and the sum of all the products is divided by 66. For the present application here, we consider $\Pi_{\text{application}}$ = 1.1, the value determined in the frame of an Airbus Defence & Space observation project, for all in flight phases.

```{admonition} Note
:class: note

In bold in the table are the levels considered for the space environment (orbit raising and orbit keeping). They represent the typical environment met in space for satellites, hence the figure can be used for all in flight phases for all projects provided they don't present a specific application; in that case, it has to be re-evaluated.
```

> $\Pi_{\text{ruggedising}}$

The ruggedising factor is determined through a 16 questions audit ensuring the evaluation of the procedures established to guarantee the safety and maintenance of the product and that the procedures are indeed applied. See {numref}`eee_8_3_2_17`.

> $C_{\text{sensitivity}}$

The induced factor $C_{\text{sensitivity}}$ presented in {numref}`eee_8_3_2_21` is provided in the following table:

```{list-table} Induced factor coefficient of sensitivity for opto-electronics.
:name: eee-table4-179
:header-rows: 1
:widths: 70 30

*   - Technologies
    - $C_{\text{sensitivity}}$
*   - LEDs
    - 4.85
```

```{admonition} Note
:class: note

For the 2021 issue of FIDES, this value has been updated to 5.68.
```

> **c) Component manufacturing factor $\Pi_{\text{PM}}$**

The Part\_Manufacturing factor presented in {numref}`eee_8_3_3` represents the quality of the component. This factor transcribes the confidence that can be attributed to the way the part has been manufactured, through factors quantifying the manufacturing process of the part, the tests ran and the confidence in the manufacturer.

Its high level formula is

````{admonition} Equation
:class: equation
```{math}
:label: eq_eee_fam_37
{\pi_{\text{PM}} = e}^{1.39*\left( 1 - Part_{\text{Grade}} \right) - 0.69}
```

with

```{math}
:label: eq_eee_fam_38
Part\_ Grade = \ \frac{\left( \text{QA}_{\text{manufacturer}} + \text{QA}_{\text{component}} \right) \times \varepsilon}{24}
```
````

These parameters are determined through tables available in FIDES.

-  $\text{QA}_{\text{manufacturer}}$ is presented in {numref}`eee_8_3_3_2`

-   $\text{QA}_{\text{component}}$ is presented in {numref}`eee_8_3_3_3` and defined in {numref}`eee-table4-180`

-   $\text{RA}_{\text{component}}$ is presented in {numref}`eee_8_3_3_4`

-   $\epsilon$  is presented in {numref}`eee_8_3_3_7`

Component manufacturing factor $\pi_{\text{PM}}$ according to {numref}`eee_8_3_3` with component quality assurance levels $\text{QA}_{\text{component}}$ defined in the following tables:

<input type="text" class="myInput" id="myInput" onkeyup="searchTableJupyter(this, 'eee-table4-180')" placeholder="Search table...">

```{list-table} Recommendation for definition of parameter $\text{QA}_{\text{component}}$ for opto-electronics.
:name: eee-table4-180
:header-rows: 1
:widths: 60 25 15

*   - Optocouplers, LEDs: Component quality assurance level
    - Position relative to the state of the art
    - $\text{QA}_{\text{component}}$
*   - Qualification according to one of the following standards: AEC Q101, AEC Q102, MIL-PRF-19500 JANS, ESCC 5000, ESCC 5010 level B, NASDA-QTS-xxxx class I, JAXA-QTS Class I (NASDA-QTS-2030)
    - Higher
    - 3
*   - Qualification according to one of the following standards: MIL-PRF-19500 JANTX or JANTXV, ESCC 5010 level C, NASDA-QTS-xxxx class II, JAXA-QTS Class II
    - Equivalent
    - 2
*   - Qualification according to one of the following standards: MIL-PRF-19500 JAN or qualification program internal to the manufacturer and unidentified manufacturing sites
    - Lower
    - 1
*   - No information
    - Much
    - 0
```

> **d) Determination of the $\Pi_{\text{Process}}$ factor**

The $\Pi_{\text{Process}}$ factor is determined according to the formula presented in {numref}`eee_8_3_2_3`.

(eee_8_3_5_15_2)=
### Opto (other)

**General model for the opto-electronics family:**

````{admonition} Equation
:class: equation
```{math}
:label: Equation_1_188
\lambda = \lambda_{\text{Physical}} \cdot \Pi_{\text{PM}} \cdot \Pi_{\text{LF}} \cdot \Pi_{\text{Process}}
```
-   $\lambda_{\text{Physical}}$ the physical contribution for each component,

-   $\Pi_{\text{PM}}$ the quality and technical control over manufacturing of the item,

-   $\Pi_{\text{Process}}$ the quality and technical control over the development, manufacturing and use process for the product containing the item, see {numref}`eee_8_3_2_1`,

-   $\Pi_{\text{LF}}$ the factor representing the process to become lead-free if it has to be considered for Space applications, it is equal to 1 (see {numref}`eee_8_3`).
````


> **a) Mission profile**

In order to model the reliability for each component of a unit, it is necessary to define the mission profile corresponding to the unit under consideration. See {numref}`eee_8_3_1` for details.

> **b) Calculation of $\lambda_{\text{Physical}}$**

````{admonition} Equation
:class: equation
```{math}
:label: Equation_1_189
\lambda_{\text{Physical}} = \sum_{i}^{\text{Phases}}{\frac{\left( t_{\text{phase}} \right)_{i}}{t_{\text{total}}} \cdot \begin{pmatrix}
  {\lambda_{\text{OTH}} \cdot \Pi}_{\text{Thermal}} \\                                                                                        
  {+ \lambda_{\text{OTCyCase}} \cdot \Pi}_{\text{TCyCase}} \\                                                                                 
  \begin{matrix}                                                                                                                                
  {+ \left( \lambda_{\text{OTCySolderjoints}} + \lambda_{\text{OTCyChip}} \right) \cdot \Pi}_{\text{TCySolderjoints}} \\                      
  {+ \lambda_{\text{ORH}} \cdot \Pi}_{\text{RH}} \\                                                                                           
   + \left( \lambda_{\text{OCaseMech}} + \lambda_{\text{OChipMech}} \right) \cdot \Pi_{\text{Mech}} \\                                        
  \end{matrix} \\                                                                                                                               
  \end{pmatrix}_{i}} \cdot \left( \Pi_{\text{induced}} \right)_{i}
```
````

For optocouplers, the basic failure rates $\lambda_{\text{OTH}}$, $\lambda_{\text{OTCyChip}}$ and $\lambda_{\text{OCaseMech}}$ are fixed values depending on the type of components:

```{list-table} Basic failure rates $\lambda_{\text{OTH}}$, $\lambda_{\text{OTCyChip}}$ and $\lambda_{\text{OCaseMech}}$ for optocouplers.
:name: eee-table4-181
:header-rows: 1
:widths: 40 20 20 20

*   - Component description
    - $\lambda_{\text{OTH}}$
    - $\lambda_{\text{OTCyChip}}$
    - $\lambda_{\text{OCaseMech}}$
*   - Optocoupler with photodiode
    - 0.05
    - 0.01
    - 0.005
*   - Optocoupler with phototransistor
    - 0.11
    - 0.021
    - 0.011
```

According to the different types of packages defined in {numref}`eee-table4-84` to {numref}`eee-table4-89`, the basic failure rates $\lambda_{\text{0TcyCase}}$, $\lambda_{\text{OTCySolderjoints}}$, $\lambda_{\text{OCaseMech}}$ and $\lambda_{\text{ORH}}$ are similar to the basic failure rates of packages of integrated circuits available in {numref}`eee-table4-90`.

**Physical stresses for the opto-electronics family:**

````{admonition} Equation
:class: equation
```{math}
:label: Equation_1_190
\Pi_{\text{Thermal}} = exp\left\lbrack 11604 \cdot E_{a} \cdot \left( \frac{1}{293} - \frac{1}{{273 + T}_{board\_ ref} + \Delta T} \right) \right\rbrack
```
````

$E_{a}$ = 0.7eV for optocouplers;
All other parameters are issued from the mission profile. 

````{admonition} Equation
:class: equation
```{math}
:label: Equation_1_191
\Pi_{\text{TcyCase}} = \left( \frac{{12 \cdot N}_{cy\_ phase}}{t_{\text{phase}}} \right) \cdot \left( \frac{\text{ΔT}_{\text{cycling}}}{20} \right)^{4} \cdot exp\left\lbrack 1414 \cdot \left( \frac{1}{313} - \frac{1}{{273 + T}_{max\_ cycling}} \right) \right\rbrack
```
````

````{admonition} Equation
:class: equation
```{math}
:label: Equation_1_192
\Pi_{\text{TcySolderjoints}} = \left( \frac{{12 \cdot N}_{cy\_ phase}}{t_{\text{phase}}} \right) \cdot \left( \frac{min(\theta_{\text{cy}},2)}{2} \right)^{\frac{1}{3}} \cdot \left( \frac{\text{ΔT}_{\text{cycling}}}{20} \right)^{1.9} \cdot exp\left\lbrack 1414 \cdot \left( \frac{1}{313} - \frac{1}{{273 + T}_{max\_ cycling}} \right) \right\rbrack
```
````

````{admonition} Equation
:class: equation
```{math}
:label: Equation_1_193
\Pi_{\text{Mechanical}} = \left( \frac{G_{\text{rms}}}{0.5} \right)^{1.5}
```
````

````{admonition} Equation
:class: equation
```{math}
:label: Equation_1_194
\Pi_{\text{RH}} = \left( \frac{\text{RH}_{board\_ ref}}{70} \right)^{4.4} \cdot \ exp\left\lbrack 11604 \cdot 0.9 \cdot \left( \frac{1}{293} - \frac{1}{{273 + T}_{board\_ ref} + \Delta T} \right) \right\rbrack
```
````

All other parameters are issued from the mission profile.

**Induced factor $\Pi_{\text{induced}}$**

The $\Pi_{\text{induced}}$ factor allows taking into account the influence of the mission profile as described in {numref}`eee_8_3_1`. Its formula is:

````{admonition} Equation
:class: equation
```{math}
:label: Equation_1_195
\Pi_{\text{induced}\_ i} = \left( \Pi_{\text{placement}\_ i} \cdot \Pi_{\text{application}\_ i} \cdot \Pi_{\text{ruggedising}} \right)^{0.511 \cdot ln(C_{\text{sensitivity}})}
```
````

The induced factor $C_{\text{sensitivity}} is provided in the following table:

```{list-table} Induced factor coefficient of sensitivity for opto-electronics.
:name: eee-table4-182
:header-rows: 1
:widths: 70 30

*   - Technologies
    - $C_{\text{sensitivity}}$
*   - Optocouplers
    - 5.20
```

```{admonition} Note
:class: note

For the 2021 issue of FIDES, this value has been updated to 5.63.
```

> **c) Component manufacturing factor $\Pi_{\text{PM}}$**

The Part\_Manufacturing factor presented in {numref}`eee_8_3_3` represents the quality of the component. This factor transcribes the confidence that can be attributed to the way the part has been manufactured, through factors quantifying the manufacturing process of the part, the tests ran and the confidence in the manufacturer.

Its high level formula is

````{admonition} Equation
:class: equation
```{math}
:label: eq_eee_fam_39
{\pi_{\text{PM}} = e}^{1.39*\left( 1 - Part_{\text{Grade}} \right) - 0.69}
```

with

```{math}
:label: eq_eee_fam_40
Part\_ Grade = \ \frac{\left( \text{QA}_{\text{manufacturer}} + \text{QA}_{\text{component}} \right) \times \varepsilon}{24}
```
````

These parameters are determined through tables available in FIDES.

-  $\text{QA}_{\text{manufacturer}}$ is presented in {numref}`eee_8_3_3_2`

-   $\text{QA}_{\text{component}}$ is presented in {numref}`eee_8_3_3_3` and defined in {numref}`eee-table4-183`

-   $\text{RA}_{\text{component}}$ is presented in {numref}`eee_8_3_3_4`

-   $\epsilon$  is presented in {numref}`eee_8_3_3_7`

Component manufacturing factor $\pi_{\text{PM}}$ according to {numref}`eee_8_3_3` with component quality assurance levels $\text{QA}_{\text{component}}$ defined in the following tables:

<input type="text" class="myInput" id="myInput" onkeyup="searchTableJupyter(this, 'eee-table4-183')" placeholder="Search table...">

```{list-table} Recommendation for definition of parameter $\text{QA}_{\text{component}}$ for opto-electronics.
:name: eee-table4-183
:header-rows: 1
:widths: 60 25 15

*   - Optocouplers, LEDs: Component quality assurance level
    - Position relative to the state of the art
    - $\text{QA}_{\text{component}}$
*   - Qualification according to one of the following standards: AEC Q101, AEC Q102, MIL-PRF-19500 JANS, ESCC 5000, ESCC 5010 level B, NASDA-QTS-xxxx class I, JAXA-QTS Class I (NASDA-QTS-2030)
    - Higher
    - 3
*   - Qualification according to one of the following standards: MIL-PRF-19500 JANTX or JANTXV, ESCC 5010 level C, NASDA-QTS-xxxx class II, JAXA-QTS Class II
    - Equivalent
    - 2
*   - Qualification according to one of the following standards: MIL-PRF-19500 JAN or qualification program internal to the manufacturer and unidentified manufacturing sites
    - Lower
    - 1
*   - No information
    - Much
    - 0
```

> **d) Determination of the $\Pi_{\text{Process}}$ factor**

The $\Pi_{\text{Process}}$ factor is determined according to the formula presented in {numref}`eee_8_3_2_3`.

**Summary for the Opto-electronics family 18**

<table class="myTable">
    <thead>
        <th><strong>Section</strong></th>
        <th><strong>Component types</strong></th>
        <th><strong>Modifications and adaptations for space applications</strong></th>
    </thead>
    <tr>
        <td>18</td>
        <td>Optoelectronics</td>
        <td>
            <p>Merge of the models of optocouplers and LEDs</p>
        </td>
    </tr>
</table>

(eee_8_3_5_16)=
## PCB

PCB are not classified as family in {term}`EPPL` but as an important part of electronics units modelling, they are considered in this handbook. They are modelled in FIDES as seen in the following table:

<input type="text" class="myInput" id="myInput" onkeyup="searchTableJupyter(this, 'eee_table4_184')"
    placeholder="Search table...">

```{list-table} Groups of PCBs.
:name: eee-table4-184

* - <table class="myTable" id="eee_table4_184">
        <thead>
            <tr>
                <th rowspan="2"><strong>Groups of PCBs</strong></th>
                <th colspan="2"><strong>Models in FIDES 2009</strong></th>
                <th rowspan="2"><strong>Proposed models in FIDES</strong></th>
                <th rowspan="2"><strong>Remarks</strong></th>
            </tr>
            <tr>
                <th>2009</th>
                <th>2021</th>
            </tr>
        </thead>
       <tr>
            <td>PCB</td>
            <td>p155</td>
            <td>p173</td>
            <td>“Printed circuit board (PCB)”</td>
            <td>ECPC</td>
        </tr>
    </table>
```

**General model for the PCB family:**

````{admonition} Equation
:class: equation
```{math}
:label: Equation_1_196
\lambda = \lambda_{\text{Physical}} \cdot \Pi_{\text{PM}} \cdot \Pi_{\text{LF}} \cdot \Pi_{\text{Process}}
```
-   $\lambda_{\text{Physical}}$ the physical contribution for each component,

-   $\Pi_{\text{PM}}$ the quality and technical control over manufacturing of the item,

-   $\Pi_{\text{Process}}$ the quality and technical control over the development, manufacturing and use process for the product containing the item,

-   $\Pi_{\text{LF}}$ the factor representing the process to become lead-free if it has to be considered for Space applications, it is equal to 1 (see {numref}`eee_8_3`).
````


> **a) Mission profile**

In order to model the reliability for each component of a unit, it is necessary to define the mission profile corresponding to the unit under consideration. See {numref}`eee_8_3_1` for details.

> **b) Calculation of $\lambda_{\text{Physical}}$**

````{admonition} Equation
:class: equation
```{math}
:label: Equation_1_197
\lambda_{\text{Physical}} = \lambda_{\text{OPCB}} \cdot \sum_{i}^{\text{Phases}}{\frac{\left( t_{\text{phase}} \right)_{i}}{t_{\text{total}}} \cdot \left( \Pi_{\text{TCy}} + \Pi_{\text{Mechanical}} + \Pi_{\text{RH}} + \Pi_{\text{Chemical}} \right)_{i}} \cdot \left( \Pi_{\text{induced}} \right)_{i}
```
````

For space applications, $\Pi_{\text{Chemical}}$ is equal to 0, $\Pi_{\text{TV}}$ is equal to 1 because the temperature of the board is always lower than 110°C.

$\lambda_{\text{OPCB}}$ is issued from the following equation:

````{admonition} Equation
:class: equation
```{math}
:label: Equation_1_198
\lambda_{O_{\text{PCB}}} = 5.10^{- 4} \cdot \left( N_{\text{layers}} \right)^{\frac{1}{2}} \cdot \left( \frac{N_{\text{connection}}}{2} \right) \cdot \Pi_{\text{Class}} \cdot \Pi_{Techno\_ PCB}
```
````

The value $\Pi_{Techno\_ PCB}$ reflects the effect on reliability prediction of holes and via on the PCB according to this table:

```{list-table} Values of $\Pi_{Techno\_ PCB}$ depending on the technology of holes and via.
:name: eee-table4-185
:header-rows: 1
:widths: 70 30

*   - Printed circuit technology identification
    - Value of $\Pi_{Techno\_ PCB}$
*   - Through holes
    - 0.25
*   - Blind holes
    - 0.5
*   - Micro-via technology
    - 1
*   - Pad on via technology
    - 2.5
```

In case of mixing technologies of holes and via on the same PCB, the calculation can be done either:

-   by considering the value $\Pi_{Techno\_ PCB}$ as the maximum value of $\Pi_{Techno\_ PCB}$ corresponding to each different technology,

-   or by doing a specific calculation of $\lambda_{\text{OPCB}}$ for each different technology and weighting the results with the area on the PCB of each considered technology.

The value $\Pi_{\text{Class}}$ reflects the effect on the reliability prediction of the distance between conductors. The table defining this value has been modified with additional values of distance from 800µm to 50µm according to this table:

```{list-table} Values of $\Pi_{\text{Class}}$ depending on the distance between conductors.
:name: eee-table4-186
:header-rows: 1
:widths: 70 30

*   - Minimum conductor width (µm)/ Minimum spacing between conductors or pads (µm)
    - Value of $\Pi_{\text{Class}}$
*   - 800 / 800
    - 1
*   - 500 / 500
    - 1
*   - 310 / 310
    - 2
*   - 210 / 210
    - 3
*   - 150 / 150
    - 4
*   - 125 / 125
    - 5
*   - 100 / 100
    - 6
*   - 80 / 80
    - 7
*   - 70 / 70
    - 8
*   - 60 / 60
    - 9
*   - 50 / 50
    - 10
```

**Physical stresses for the PCB family:**

````{admonition} Equation
:class: equation
```{math}
:label: Equation_1_199
\Pi_{\text{Tcy}} = 0.6 \cdot \left( \frac{{12 \cdot N}_{cy\_ phase}}{t_{\text{phase}}} \right) \cdot \left( \frac{min(\theta_{\text{cy}},2)}{2} \right)^{\frac{1}{3}} \cdot \left( \frac{\text{ΔT}_{\text{cycling}}}{20} \right)^{1.9} \cdot exp\left\lbrack 1414 \cdot \left( \frac{1}{313} - \frac{1}{{273 + T}_{max\_ cycling}} \right) \right\rbrack
```
````

````{admonition} Equation
:class: equation
```{math}
:label: Equation_1_200
\Pi_{\text{Mechanical}} = 0.2 \cdot \left( \frac{G_{\text{rms}}}{0.5} \right)^{1.5}
```
````

````{admonition} Equation
:class: equation
```{math}
:label: Equation_1_201
\Pi_{\text{RH}} = 0.18 \cdot \left( \frac{\text{RH}_{board\_ ref}}{70} \right)^{4.4} \cdot \ exp\left\lbrack 11604 \cdot 0.8 \cdot \left( \frac{1}{293} - \frac{1}{{273 + T}_{board\_ ref} + \Delta T} \right) \right\rbrack
```
````

All other parameters are issued from the mission profile.

**Induced factor $\Pi_{\text{induced}}$**

The $\Pi_{\text{induced}}$ factor allows taking into account the influence of the mission profile as described in {numref}`eee_8_3_1`. Its formula is:

````{admonition} Equation
:class: equation
```{math}
:label: Equation_1_202
\Pi_{\text{induced}\_ i} = \left( \Pi_{\text{placement}\_ i} \cdot \Pi_{\text{application}\_ i} \cdot \Pi_{\text{ruggedising}} \right)^{0.511 \cdot ln(C_{\text{sensitivity}})}
```
````

> $\Pi_{placement}$

The Pi Placement depends on the function, there are 6 choices to choose as recalled here from Table XX:

<input type="text" class="myInput" id="myInput" onkeyup="searchTableJupyter(this, 'eee-table4-187')" placeholder="Search table...">

```{list-table} Recommendation for the definition of parameter $\Pi_{\text{placement}\_ i}$.
:name: eee-table4-187
:header-rows: 1
:widths: 70 30

*   - Description of the placement influence
    - $\Pi_{\text{placement}\_ i}$
*   - Digital non-interface function
    - 1.0
*   - Digital interface function
    - 1.6
*   - Analog low-level non-interface function (<1A)
    - 1.3
*   - Analog low-level interface function (<1A)
    - 2.0
*   - Analog power non-interface function (≥1A)
    - 1.6
*   - Analog power interface function (≥1A)
    - 2.5
```

> $\Pi_{\text{application}}$

$\Pi_{\text{application}}$ represents the influence of the type of application and the environment of the product containing the part. This factor varies depending on the phase of the profile.

It is evaluated through the questions presented in the following table and addressed in {numref}`eee_8_3_2_19`:

<input type="text" class="myInput" id="myInput" onkeyup="searchTableJupyter(this, 'eee_table4_188')"
    placeholder="Search table...">

```{list-table} Recommended parameters for $\Pi_{\text{application}\_ i}$ for the launch, time to reach orbit and in-orbit
:name: eee-table4-188

* - <table class="myTable" id="eee_table4_188">
        <thead>
            <th>
                <p><strong>Criterion</strong></p>
            </th>
            <th>
                <p><strong>Description</strong></p>
            </th>
            <th>
                <p><strong>Levels</strong></p>
            </th>
            <th>
                <p><strong>Examples and comments</strong></p>
            </th>
            <th>
                <p><strong>Weight</strong></p>
                <p><strong>POS</strong></p>
            </th>
        </thead>
        <tr>
            <td>
                <p>User type in the phase considered</p>
            </td>
            <td>
                <p>Represents the capability to respect procedures, facing operational constraints.</p>
            </td>
            <td>
                <p><strong>0: Favourable</strong></p>
                <p>1: Moderate</p>
                <p>2: Unfavourable</p>
            </td>
            <td>
                <p><strong>0: Industry</strong></p>
                <p>1: General public</p>
                <p>2: Military</p>
                <p>The most severe level must be adopted for military applications</p>
            </td>
            <td>
                <p>20</p>
            </td>
        </tr>
        <tr>
            <td>
                <p>User qualification level in the phase considered</p>
            </td>
            <td>
                <p>Represents the level of control of the user or the worker regarding an operational context</p>
            </td>
            <td>
                <p><strong>0: Favourable</strong></p>
                <p>1: Moderate</p>
                <p>2: Unfavourable</p>
            </td>
            <td>
                <p><strong>0: Highly qualified</strong></p>
                <p>1: Qualified</p>
                <p>2: Slightly qualified or with little experience</p>
                <p>In some phases, the user to be considered is the person who does the maintenance or servicing</p>
            </td>
            <td>
                <p>10</p>
            </td>
        </tr>
        <tr>
            <td>
                <p>System mobility</p>
            </td>
            <td>
                <p>Represents contingencies related to possibilities of the system being moved</p>
            </td>
            <td>
                <p><strong>0:Non aggressive</strong></p>
                <p>1: Moderate</p>
                <p>2: Severe</p>
            </td>
            <td>
                <p><strong>0: Few contingencies (fixed or stable environment)</strong></p>
                <p>1: Moderate contingencies</p>
                <p>2: Severe contingencies, large variability (automobile)</p>
            </td>
            <td>
                <p>4</p>
            </td>
        </tr>
        <tr>
            <td>
                <p>Product manipulation</p>
            </td>
            <td>
                <p>Represents the possibility of false manipulations, shocks, drops, etc .</p>
            </td>
            <td>
                <p><strong>0:Non aggressive</strong></p>
                <p>1: Moderate</p>
                <p>2: Severe</p>
            </td>
            <td>
                <p><strong>0: Not manipulated</strong></p>
                <p>1: Manipulation without displacement or disassembly</p>
                <p>2: Manipulation with displacement or disassembly</p>
                <p>The severe level should be adopted if maintenance on the product is possible in the phase
                    considered</p>
            </td>
            <td>
                <p>15</p>
            </td>
        </tr>
        <tr>
            <td>
                <p>Type of electrical network for the system</p>
            </td>
            <td>
                <p>Represents the level of electrical disturbance expected on power supplies, signals and electrical
                    lines: power on, switching, power supply, connection/disconnection</p>
            </td>
            <td>
                <p><strong>0:Non aggressive</strong></p>
                <p>1: Moderate</p>
                <p>2: Severe</p>
            </td>
            <td>
                <p><strong>0: Undisturbed network (dedicated regulated power supply)</strong></p>
                <p>1: Slightly disturbed network</p>
                <p>2: Network subject to disturbances (on board network)</p>
                <p>The network type is a system data but that can be broken down and related to specific products
                </p>
            </td>
            <td>
                <p>4</p>
            </td>
        </tr>
        <tr>
            <td>
                <p>Product exposure to human activity</p>
            </td>
            <td>
                <p>Represents exposure to contingencies related to human activity: shock, change in final use, etc.
                </p>
            </td>
            <td>
                <p><strong>0:Non aggressive</strong></p>
                <p>1: Moderate</p>
                <p>2: Severe</p>
            </td>
            <td>
                <p><strong>0: Uninhabitable zone</strong></p>
                <p>1: Possible activity in the product zone</p>
                <p>2: Normal activity in the product zone</p>
                <p>The product can be exposed to human activity even if it is not handled itself during normal use
                </p>
            </td>
            <td>
                <p>8</p>
            </td>
        </tr>
        <tr>
            <td>
                <p>Product exposure to machine disturbances</p>
            </td>
            <td>
                <p>Represents contingencies related to operation of machines, engines, actuators: shock,
                    overheating, electrical disturbances, pollutants, etc.</p>
            </td>
            <td>
                <p>0:Non aggressive</p>
                <p><strong>1: Moderate</strong></p>
                <p>2: Severe</p>
            </td>
            <td>
                <p>0: Null (telephone)</p>
                <p><strong>1: Indirect exposure (product in compartment)</strong></p>
                <p>2: Strong or direct exposure (product in engine area)</p>
            </td>
            <td>
                <p>3</p>
            </td>
        </tr>
        <tr>
            <td>
                <p>Product exposure to the weather</p>
            </td>
            <td>
                <p>Represents exposure to rain, hail, frost, sandstorm, lightning, dust</p>
            </td>
            <td>
                <p><strong>0:Non aggressive</strong></p>
                <p>1: Moderate</p>
                <p>2: Severe</p>
            </td>
            <td>
                <p><strong>0: Null (home)</strong></p>
                <p>1: Indirect exposure (compartment, station hall)</p>
                <p>2: Outdoors (automobile engine)</p>
            </td>
            <td>
                <p>2</p>
            </td>
        </tr>
    </table>
```

A mark is given for each level: 1 for level 0, 3.2 for level 1 and 10 for level 2. This mark is multiplied by the weight ($P_{os}$) and the sum of all the products is divided by 66. For the present application here, we consider $\Pi_{\text{application}}$ = 1.1, the value determined in the frame of an Airbus Defence & Space observation project, for all in flight phases.

```{admonition} Note
:class: note

In bold in the table are the levels considered for the space environment (orbit raising and orbit keeping). They represent the typical environment met in space for satellites, hence the figure can be used for all in flight phases for all projects provided they don't present a specific application; in that case, it has to be re-evaluated.
```

> $\Pi_{\text{ruggedising}}$

The ruggedising factor is determined through a 16 questions audit ensuring the evaluation of the procedures established to guarantee the safety and maintenance of the product and that the procedures are indeed applied. See {numref}`eee_8_3_2_17`.

> $C_{\text{sensitivity}}$

The induced factor $C_{\text{sensitivity}}$ presented in {numref}`eee_8_3_2_21` is provided in the following table:

```{list-table} Induced factor coefficient of sensitivity for PCB.
:name: eee-table4-189
:header-rows: 1
:widths: 70 30

*   - Technologies
    - $C_{\text{sensitivity}}$
*   - PCB
    - 6.50
```

```{admonition} Note
:class: note

For the 2021 issue of FIDES, this value has been updated to 5.55.
```

> **c) Component manufacturing factor $\Pi_{\text{PM}}$**

The Part\_Manufacturing factor presented in {numref}`eee_8_3_3` represents the quality of the component. This factor transcribes the confidence that can be attributed to the way the part has been manufactured, through factors quantifying the manufacturing process of the part, the tests ran and the confidence in the manufacturer.

Its high level formula is

````{admonition} Equation
:class: equation
```{math}
:label: eq_eee_fam_41
{\pi_{\text{PM}} = e}^{1.39*\left( 1 - Part_{\text{Grade}} \right) - 0.69}
```

with

```{math}
:label: eq_eee_fam_42
Part\_ Grade = \ \frac{\left( \text{QA}_{\text{manufacturer}} + \text{QA}_{\text{component}} \right) \times \varepsilon}{24}
```
````

These parameters are determined through tables available in FIDES.

-  $\text{QA}_{\text{manufacturer}}$ is presented in {numref}`eee_8_3_3_2`

-   $\text{QA}_{\text{component}}$ is presented in {numref}`eee_8_3_3_3` and defined in {numref}`eee-table4-190`

-   $\text{RA}_{\text{component}}$ is presented in {numref}`eee_8_3_3_4`

-   $\epsilon$  is presented in {numref}`eee_8_3_3_7`

Component manufacturing factor $\pi_{\text{PM}}$ according to {numref}`eee_8_3_3` with component quality assurance levels $\text{QA}_{\text{component}}$ defined in the following tables:

<input type="text" class="myInput" id="myInput" onkeyup="searchTableJupyter(this, 'eee-table4-190')" placeholder="Search table...">

```{list-table} Recommendation for definition of parameter $\text{QA}_{\text{component}}$ for PCB.
:name: eee-table4-190
:header-rows: 1
:widths: 60 25 15

*   - PCB: Component quality assurance level
    - Position relative to the state of the art
    - $\text{QA}_{\text{component}}$
*   - Qualification according to one of the following standards: MIL-PRF-31032, MIL-PRF-55110, MIL-PRF-50884, ESCC-Q-ST-70-10, JAXA-QTS-2140
    - Higher
    - 3
*   - Qualification according to following standard: IPC-9701 with identification of manufacturing sites for these standards
    - Equivalent
    - 2
*   - Qualification according to one of the following standard: {term}`BS` {term}`CECC` 23000, IEC 61189-6 or qualification program internal to the manufacturer and unidentified manufacturing sites
    - Lower
    - 1
*   - No information
    - Much
    - 0
```

> **d) Determination of the $\Pi_{\text{Process}}$ factor**

The $\Pi_{\text{Process}}$ factor is determined according to the formula presented in {numref}`eee_8_3_2_3`.

**Summary for the PCB family**

<table class="myTable">
    <thead>
        <th><strong>Section</strong></th>
        <th><strong>Component types</strong></th>
        <th><strong>Modifications and adaptations for space applications</strong></th>
    </thead>
    <tr>
        <td>NA</td>
        <td>PCB</td>
        <td>
            <p>Definition of a methodology for mixing technologies of holes and via</p>
            <p>Consideration of minimum conductor width from 50 to 800µm</p>
            <p>Value of Π<sub>Chemical</sub> equal to 0</p>
            <p>Value of Π<sub>TV</sub> equal to 1</p>
        </td>
    </tr>
</table>

(eee_8_3_5_17)=
## Hybrids (family 40)

Hybrids are classified as family 40 in {term}`EPPL`  {cite:p}`eee-EPPL007-37`.. They can be modelled with FIDES, as presented in the following table, for FIDES 2009 and 2021.

<input type="text" class="myInput" id="myInput" onkeyup="searchTableJupyter(this, 'eee_table4_191')"
    placeholder="Search table...">

```{list-table} Groups of Hybrids.
:name: eee-table4-191

* - <table class="myTable" id="eee_table4_191">
        <thead>
            <tr>
                <th rowspan="2"><strong>Groups of Hybrids</strong></th>
                <th colspan="2"><strong>Models in FIDES 2009</strong></th>
                <th rowspan="2"><strong>Proposed models in FIDES</strong></th>
                <th rowspan="2"><strong>Remarks</strong></th>
            </tr>
            <tr>
                <th>2009</th>
                <th>2021</th>
            </tr>
        </thead>
       <tr>
            <td>Hybrid</td>
            <td>p161</td>
            <td>p180</td>
            <td>Hybrids and Multi Chip Modules</td>
            <td>Hybrid and multichip module</td>
        </tr>
    </table>
```

**General model for the Hybrids and Multi Chip Modules family:**

````{admonition} Equation
:class: equation
```{math}
:label: Equation_1_203
\lambda_{H\& M} = \sum_{\text{µcomponents}}^{}\left( \lambda_{\text{µcomponent}} \cdot \Pi_{PM_{\text{µcomponent}}} \right) \cdot \Pi_{Process\_ H\& M} \cdot \Pi_{\text{Process}} 
 + \left( \lambda_{\text{wiring}} + \lambda_{Case + Substrate} + \lambda_{External\_ connections} \right) \cdot \Pi_{Process\_ H\& M} \cdot \Pi_{\text{Process}}
```
````

> **a) Mission profile**

In order to model the reliability for each component of a unit, it is necessary to define the mission profile corresponding to the unit under consideration. See {numref}`eee_8_3_1` for details.

> **b) Calculation of $\lambda_{\text{element}}$**

For each basic element (microcomponent, wiring, case-substrate, external connections), the general equation is the standard equation:

````{admonition} Equation
:class: equation
```{math}
:label: Equation_1_204
\lambda_{\text{element}} = \sum_{i}^{\text{Phases}}\left\lbrack \frac{\left( t_{\text{phase}} \right)_{i}}{t_{\text{total}}} \cdot \left( \sum_{\text{stresses}}^{}\left( \lambda_{0stress} \cdot \Pi_{\text{stress}} \right) \right)_{i} \cdot \left( \Pi_{\text{induced}} \right)_{i} \right\rbrack
```
````

with

````{admonition} Equation
:class: equation
```{math}
:label: Equation_1_205
\lambda_{\text{element}} = \lambda_{\text{µcomponent}}\ \mathrm{\text{or}}\ \lambda_{\text{wiring}}\ \mathrm{\text{or}}\ \lambda_{Case + Substrate}\ \mathrm{\text{or}}\ \lambda_{External\_ connections}
```
````

For microcomponents associated with bare chips (integrated circuits, transistors or diodes), the failure rate is reduced to:

````{admonition} Equation
:class: equation
```{math}
:label: Equation_1_206
\lambda_{\text{µcomponent}} = \lambda_{\text{Chip}} = \left( \lambda_{\text{OTH}} \cdot \Pi_{\text{Thermique}} \right) + \left( C_{\text{moulding}} \cdot C_{chip\_ area} \cdot \lambda_{0\_ Chip\_ TCy} \cdot \Pi_{TCy\_ case} \right)
```
````

$\lambda_{\text{OTH}}$ and $\Pi_{\text{Thermique}}$ are corresponding to the basic thermal failure rates as defined in the models corresponding to the type of chip considered, either integrated circuits in {numref}`eee_8_3_5_8` or discrete semiconductors in {numref}`eee_8_3_5_4` and {numref}`eee_8_3_5_12`;

The factor $C_{\text{moulding}}$ is defined as follows for chips:

<input type="text" class="myInput" id="myInput" onkeyup="searchTableJupyter(this, 'eee-table4-192')"
    placeholder="Search table...">

```{list-table} Values of $C_{\text{moulding}}$ for Hybrids and Multi Chip Modules.
:name: eee-table4-192
:header-rows: 1
:widths: 70 30

*   - Type of moulding
    - $C_{\text{moulding}}$
*   - Hermetic non-moulded circuit
    - 1.0
*   - Moulded circuit silicon type embedding
    - 1.4
*   - Moulded circuit polyurethane type embedding
    - 1.6
*   - Moulded circuit epoxy type embedding
    - 2.0
```

The factor $C_{chip\_ area}$ is defined as follows for chips:

````{admonition} Equation
:class: equation
```{math}
:label: Equation_1_207
C_{Surface\_ chip} = \left( 1 + S^{d} \right)
```
````

<input type="text" class="myInput" id="myInput" onkeyup="searchTableJupyter(this, 'eee-table4-193')"
    placeholder="Search table...">

```{list-table} Values of d for Hybrids and Multi Chip Modules.
:name: eee-table4-193
:header-rows: 1
:widths: 70 30

*   - Type of chip
    - $d$
*   - Numeric Si integrated circuits (MOS, Bipolar and {term}`BiCMOS`)
    - 0.35
*   - Analogue Si integrated circuits (MOS, Bipolar and {term}`BiCMOS`)
    - 0.2
*   - Discrete circuits
    - 0.1
```
If the surface of the chip is not known, the following default values are used for the factor $S$:

<input type="text" class="myInput" id="myInput" onkeyup="searchTableJupyter(this, 'eee-table4-194')"
    placeholder="Search table...">

```{list-table} Values of $S$ for Hybrids and Multi Chip Modules.
:name: eee-table4-194
:header-rows: 1
:widths: 70 30

*   - Type of chip
    - $S$ (mm²)
*   - Logical
    - 75
*   - Analogue
    - 4
*   - Weak signal discrete
    - 0.8
*   - Power discrete
    - 3
```

The factor $\lambda_{0T\_chip\_TCy}$ is equal to 0.011 for Hybrids and Multi Chip Modules.

**Physical stresses for the Hybrids and Multi Chip Modules family:**

````{admonition} Equation
:class: equation
```{math}
:label: Equation_1_208
\Pi_{\text{TcyCase}} = \left( \frac{{12 \cdot N}_{cy\_ phase}}{t_{\text{phase}}} \right) \cdot \left( \frac{\text{ΔT}_{\text{cycling}}}{20} \right)^{4} \cdot exp\left\lbrack 1414 \cdot \left( \frac{1}{313} - \frac{1}{{273 + T}_{max\_ cycling}} \right) \right\rbrack
```
````

The FIDES guide also gives methods to calculate the failure rates for all kind of micro components inside the Multi Chip Modules, such as resistive networks, resistive SMD chips, deposited resistors, capacitors, and multi-layer inductors. It also gives formula for wiring, case, substrate and external connections.

The chemical factor $\Pi_{\text{Chemical}}$ is calculated for different pollution levels. However, as the Hybrids and Multi Chip Modules are hermetic in space due to the absence of humidity, the chemical factor $\Pi_{\text{Chemical}}$ is equal to 0.

**Induced factor $\Pi_{\text{induced}}$**

The $\Pi_{\text{induced}}$ factor allows taking into account the influence of the mission profile as described in {numref}`eee_8_3_1`. Its formula is:

````{admonition} Equation
:class: equation
```{math}
:label: Equation_1_209
\Pi_{\text{induced}\_ i} = \left( \Pi_{\text{placement}\_ i} \cdot \Pi_{\text{application}\_ i} \cdot \Pi_{\text{ruggedising}} \right)^{0.511 \cdot ln(C_{\text{sensitivity}})}
```
````

> $\Pi_{placement}$

The placement factor $\Pi_{placement}$ and induced factors $C_{\text{sensitivity}}$ are provided in the following tables:

<input type="text" class="myInput" id="myInput" onkeyup="searchTableJupyter(this, 'eee-table4-195')" placeholder="Search table...">

```{list-table} Values of $\Pi_{placement}$ for Hybrids and Multi Chip Modules.
:name: eee-table4-195
:header-rows: 1
:widths: 70 30

*   - Placement of the Hybrids / Multi Chip Modules
    - $\Pi_{placement}$
*   - Digital non-interface function
    - 1.0
*   - Digital interface function
    - 1.3
*   - Analog low-level non-interface function (<1A)
    - 1.2
*   - Analog low-level interface function (<1A)
    - 1.5
*   - Analog power non-interface function (≥1A)
    - 1.3
*   - Analog power interface function (≥1A)
    - 1.8
```

> $\Pi_{\text{application}}$

$\Pi_{\text{application}}$ represents the influence of the type of application and the environment of the product containing the part. This factor varies depending on the phase of the profile.

It is evaluated through the questions presented in the following table and addressed in {numref}`eee_8_3_2_19`:

<input type="text" class="myInput" id="myInput" onkeyup="searchTableJupyter(this, 'eee_table4_196')"
    placeholder="Search table...">

```{list-table} Recommended parameters for $\Pi_{\text{application}\_ i}$ for the launch, time to reach orbit and in-orbit
:name: eee-table4-196

* - <table class="myTable" id="eee_table4_196">
        <thead>
            <th>
                <p><strong>Criterion</strong></p>
            </th>
            <th>
                <p><strong>Description</strong></p>
            </th>
            <th>
                <p><strong>Levels</strong></p>
            </th>
            <th>
                <p><strong>Examples and comments</strong></p>
            </th>
            <th>
                <p><strong>Weight</strong></p>
                <p><strong>POS</strong></p>
            </th>
        </thead>
        <tr>
            <td>
                <p>User type in the phase considered</p>
            </td>
            <td>
                <p>Represents the capability to respect procedures, facing operational constraints.</p>
            </td>
            <td>
                <p><strong>0: Favourable</strong></p>
                <p>1: Moderate</p>
                <p>2: Unfavourable</p>
            </td>
            <td>
                <p><strong>0: Industry</strong></p>
                <p>1: General public</p>
                <p>2: Military</p>
                <p>The most severe level must be adopted for military applications</p>
            </td>
            <td>
                <p>20</p>
            </td>
        </tr>
        <tr>
            <td>
                <p>User qualification level in the phase considered</p>
            </td>
            <td>
                <p>Represents the level of control of the user or the worker regarding an operational context</p>
            </td>
            <td>
                <p><strong>0: Favourable</strong></p>
                <p>1: Moderate</p>
                <p>2: Unfavourable</p>
            </td>
            <td>
                <p><strong>0: Highly qualified</strong></p>
                <p>1: Qualified</p>
                <p>2: Slightly qualified or with little experience</p>
                <p>In some phases, the user to be considered is the person who does the maintenance or servicing</p>
            </td>
            <td>
                <p>10</p>
            </td>
        </tr>
        <tr>
            <td>
                <p>System mobility</p>
            </td>
            <td>
                <p>Represents contingencies related to possibilities of the system being moved</p>
            </td>
            <td>
                <p><strong>0:Non aggressive</strong></p>
                <p>1: Moderate</p>
                <p>2: Severe</p>
            </td>
            <td>
                <p><strong>0: Few contingencies (fixed or stable environment)</strong></p>
                <p>1: Moderate contingencies</p>
                <p>2: Severe contingencies, large variability (automobile)</p>
            </td>
            <td>
                <p>4</p>
            </td>
        </tr>
        <tr>
            <td>
                <p>Product manipulation</p>
            </td>
            <td>
                <p>Represents the possibility of false manipulations, shocks, drops, etc .</p>
            </td>
            <td>
                <p><strong>0:Non aggressive</strong></p>
                <p>1: Moderate</p>
                <p>2: Severe</p>
            </td>
            <td>
                <p><strong>0: Not manipulated</strong></p>
                <p>1: Manipulation without displacement or disassembly</p>
                <p>2: Manipulation with displacement or disassembly</p>
                <p>The severe level should be adopted if maintenance on the product is possible in the phase
                    considered</p>
            </td>
            <td>
                <p>15</p>
            </td>
        </tr>
        <tr>
            <td>
                <p>Type of electrical network for the system</p>
            </td>
            <td>
                <p>Represents the level of electrical disturbance expected on power supplies, signals and electrical
                    lines: power on, switching, power supply, connection/disconnection</p>
            </td>
            <td>
                <p><strong>0:Non aggressive</strong></p>
                <p>1: Moderate</p>
                <p>2: Severe</p>
            </td>
            <td>
                <p><strong>0: Undisturbed network (dedicated regulated power supply)</strong></p>
                <p>1: Slightly disturbed network</p>
                <p>2: Network subject to disturbances (on board network)</p>
                <p>The network type is a system data but that can be broken down and related to specific products
                </p>
            </td>
            <td>
                <p>4</p>
            </td>
        </tr>
        <tr>
            <td>
                <p>Product exposure to human activity</p>
            </td>
            <td>
                <p>Represents exposure to contingencies related to human activity: shock, change in final use, etc.
                </p>
            </td>
            <td>
                <p><strong>0:Non aggressive</strong></p>
                <p>1: Moderate</p>
                <p>2: Severe</p>
            </td>
            <td>
                <p><strong>0: Uninhabitable zone</strong></p>
                <p>1: Possible activity in the product zone</p>
                <p>2: Normal activity in the product zone</p>
                <p>The product can be exposed to human activity even if it is not handled itself during normal use
                </p>
            </td>
            <td>
                <p>8</p>
            </td>
        </tr>
        <tr>
            <td>
                <p>Product exposure to machine disturbances</p>
            </td>
            <td>
                <p>Represents contingencies related to operation of machines, engines, actuators: shock,
                    overheating, electrical disturbances, pollutants, etc.</p>
            </td>
            <td>
                <p>0:Non aggressive</p>
                <p><strong>1: Moderate</strong></p>
                <p>2: Severe</p>
            </td>
            <td>
                <p>0: Null (telephone)</p>
                <p><strong>1: Indirect exposure (product in compartment)</strong></p>
                <p>2: Strong or direct exposure (product in engine area)</p>
            </td>
            <td>
                <p>3</p>
            </td>
        </tr>
        <tr>
            <td>
                <p>Product exposure to the weather</p>
            </td>
            <td>
                <p>Represents exposure to rain, hail, frost, sandstorm, lightning, dust</p>
            </td>
            <td>
                <p><strong>0:Non aggressive</strong></p>
                <p>1: Moderate</p>
                <p>2: Severe</p>
            </td>
            <td>
                <p><strong>0: Null (home)</strong></p>
                <p>1: Indirect exposure (compartment, station hall)</p>
                <p>2: Outdoors (automobile engine)</p>
            </td>
            <td>
                <p>2</p>
            </td>
        </tr>
    </table>
```

A mark is given for each level: 1 for level 0, 3.2 for level 1 and 10 for level 2. This mark is multiplied by the weight ($P_{os}$) and the sum of all the products is divided by 66. For the present application here, we consider $\Pi_{\text{application}}$ = 1.1, the value determined in the frame of an Airbus Defence & Space observation project, for all in flight phases.

```{admonition} Note
:class: note

In bold in the table are the levels considered for the space environment (orbit raising and orbit keeping). They represent the typical environment met in space for satellites, hence the figure can be used for all in flight phases for all projects provided they don't present a specific application; in that case, it has to be re-evaluated.
```

> $\Pi_{\text{ruggedising}}$

The ruggedising factor is determined through a 16 questions audit ensuring the evaluation of the procedures established to guarantee the safety and maintenance of the product and that the procedures are indeed applied. See {numref}`eee_8_3_2_17`.

> $C_{\text{sensitivity}}$

The induced factor $C_{\text{sensitivity}}$ presented in {numref}`eee_8_3_2_21` is provided in the following table:

```{list-table} Induced factor coefficient of sensitivity for Hybrids and Multi Chip Modules.
:name: eee-table4-197
:header-rows: 1
:widths: 70 30

*   - Type of Hybrids / Multi Chip Modules
    - $C_{\text{sensitivity}}$
*   - Metal case, Ceramic case, Ceramic substrate
    - 5.5
*   - Glass-epoxy substrate with moulding
    - 4.1
*   - Glass-epoxy substrate without moulding
    - 4.8
```

```{admonition} Note
:class: note

For the 2021 issue of FIDES, these values have not been updated.
```

> **c) Component manufacturing factor $\Pi_{\text{PM}}$**

The Part\_Manufacturing factor presented in {numref}`eee_8_3_3` represents the quality of the component. This factor transcribes the confidence that can be attributed to the way the part has been manufactured, through factors quantifying the manufacturing process of the part, the tests ran and the confidence in the manufacturer.

Its high level formula is

````{admonition} Equation
:class: equation
```{math}
:label: eq_eee_fam_43
{\pi_{\text{PM}} = e}^{1.39*\left( 1 - Part_{\text{Grade}} \right) - 0.69}
```

with

```{math}
:label: eq_eee_fam_44
Part\_ Grade = \ \frac{\left( \text{QA}_{\text{manufacturer}} + \text{QA}_{\text{component}} \right) \times \varepsilon}{24}
```
````

These parameters are determined through tables available in FIDES.

-  $\text{QA}_{\text{manufacturer}}$ is presented in {numref}`eee_8_3_3_2`

-   $\text{QA}_{\text{component}}$ is presented in {numref}`eee_8_3_3_3` and defined in the different table in each section dedicated to the components

-   $\text{RA}_{\text{component}}$ is presented in {numref}`eee_8_3_3_4`

-   $\epsilon$  is presented in {numref}`eee_8_3_3_7`

Component manufacturing factor $\pi_{\text{PM}}$ according to {numref}`eee_8_3_3` and calculated using the calculation method described to determinate the $\pi_{\text{PM}}$ of the corresponding components (integrated circuits and discrete semiconductors, resistors, capacitors, inductors).

> **d) Determination of the $\Pi_{\text{Process}}$ factor**

The $\Pi_{\text{Process}}$ factor is determined according to the formula presented in {numref}`eee_8_3_2_3`.

**Summary for Hybrids**

<table class="myTable">
    <thead>
        <th><strong>Section</strong></th>
        <th><strong>Component types</strong></th>
        <th><strong>Modifications and adaptations for space applications</strong></th>
    </thead>
    <tr>
        <td>40</td>
        <td>Hybrids</td>
        <td>
            <p>Value of Π<sub>Chemical</sub> equal to 0</p>
        </td>
    </tr>
</table>

(eee_8_3_5_18)=
## Model of COTS boards for space applications 

{term}`COTS` board are electronic and off-the-shelf boards generally supplied from specific manufacturers with very little to no information provided on their content. These {term}`COTS` boards are generally designed to perform a generic or standard functionality such as input / output, memory storage, specific signal data processing or communication protocols. For space applications, they are currently only used for on-ground systems. However, with the development of nanosatellites for "{term}`new space <New space>`", the request to use these boards is increasing to minimize costs and to reduce development time.

There is presently no existing {term}`reliability prediction model <Reliability prediction model>` for {term}`COTS` boards adapted to space applications. The methodology proposed in the following is based on the data from manufacturer and especially datasheet and parts list of the boards. In case of no information available from the manufacturers, a possible solution is to perform a reverse engineering of the board and to use the families or part count method to estimate the reliability prediction. This method is clearly not recommended. In fact, only life tests on a sufficiently large amount of {term}`COTS` boards are suitable to estimate the {term}`COTS` board reliability when no data are available from the manufacturer.

(eee_8_3_5_19)=
## Reliability prediction of COTS boards done by manufacturers

Some manufacturers of {term}`COTS` boards do provide a reliability prediction for their {term}`COTS` boards and publish this information inside the datasheet. An assessment of this estimation could be made to appreciate its applicability to space applications. Elements, such as the {term}`level of confidence <Level of confidence>`, the methodology applied, number of tested boards, number of failed boards and root cause of failure analysis should be provided by the manufacturers of {term}`COTS` boards to justify their estimations and to provide rationales of their confidence.

(eee_8_3_5_20)=
## Reliability prediction of COTS boards with raw data provided by manufacturers

If the manufacturer agrees to provide a datasheet and a parts list, the best solution is to perform a complete reliability calculation with the methodology provided in this handbook based on this data. This data could provide references of the {term}`EEE` components, manufacturers of the {term}`EEE` components, and derating computed by the manufacturer. In the unlikely event that the manufacturers fill the Pi Process questionnaire themselves, the resulting *Π~Process~* issued from the questionnaire is used to complete the reliability prediction. If not, as it is difficult to fill in the questionnaire for the manufacturer, an alternate solution is to use a recommended value for *Π~Process~* of 4.0 if suppliers of {term}`COTS` boards have no experience with space applications. In case of manufacturers of {term}`COTS` boards applying the quality process of space industry and having experience with satellites in orbit, this recommended value can be reduced to 2.5. Consequently, it is difficult to justify a value lower than 2.5 without justified rationales from the {term}`COTS` boards' manufacturers.

(eee_8_3_5_21)=

## Reliability prediction of COTS boards without data provided by manufacturers

Unfortunately, manufacturers of {term}`COTS` boards usually do not provide any information. One possible solution to overcome this situation is to identify the {term}`EEE` components of the board and to reconstruct the parts list by reverse engineering, through visual inspection for instance. As it is not possible to identify all characteristics of the components and to estimate the deratings, a simple and fast calculation based on a families count or part count methods is suggested instead of doing a complete part stress calculation.

The families count prediction method considers all the components without distinguishing the different technologies. The part count prediction method considers all types of components with their various technologies. The method for calculating the reliability prediction of {term}`COTS` boards with the families count and part count method is provided in {numref}`eee_8_3_5`.

If it is not possible to apply the families or part count method due to specific concerns such as boards with potting or boards encapsulated in other systems, a reliability prediction based on calculation is not possible. The alternative is to perform the reliability prediction based on life tests of the {term}`COTS` boards.

The determination of the number of boards to be tested is done from the χ² law:

````{admonition} Equation
:class: equation
```{math}
:label: Equation_1_210
\lambda = \frac{\chi_{2n_{f} + 2,1 - CL}^{2}}{2 \cdot t \cdot AF \cdot n}
```
where:

-   $\lambda$: objective failure rate of the {term}`COTS` board in FIT;

-   $CL$: confidence level in %;

-   $n_{f}$: number of failed parts;

-   $t$: test duration in hours;

-   {term}`AF`: acceleration factor defined depending on the acceleration law;

-   $n$: quantity of tested parts.
````

From a fixed failure rate objective $\lambda$ and with a test with no failure $n_{f}$=0, two possible ways to determine the parameters can be followed:

-   If a fixed number of parts $n$ is available, the test duration $t$ is determined from the χ² law; by similarity with other industrial domains and to avoid a too long test duration, a minimum of $n$=30 parts is requested for the tests;

-   If the test duration $t$ is fixed, the quantity of parts $n$ to be tested is determined from the χ² law.

For space applications as for other type of applications, the minimum confidence level to use is 60%. With this confidence level, the test duration can last several years or the quantity of parts to test can be huge. So, there is often a compromise to find in order to get an acceptable quantity of parts to test and an acceptable duration of the test.
