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electrical_engineering_1:network_analysis [2021/10/23 08:36]
tfischer
electrical_engineering_1:network_analysis [2023/11/28 00:45] (aktuell)
mexleadmin
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-====== 4Analysis of direct current networks ======+====== 4 Analysis of Networks ======
  
-<callout> <WRAP> <imgcaption imageNo1 | examples for networks> </imgcaption> {{drawio>Beispiele Netzwerke}} </WRAP>+<callout> <WRAP> <imgcaption imageNo1 | examples for networks> </imgcaption> {{drawio>Beispiele Netzwerke.svg}} </WRAP>
  
-Network analysis plays a central role in electrical engineering. It is so important because it can be used to simplify what at first sight appear to be complicated circuits and systems to such an extent that they can be understood and results derived from them.+Network analysis plays a central role in electrical engineering.  
 +It is so important because it can be used to simplify what at first sight appear to be complicated circuits and systems to such an extent that they can be understood and results derived from them.
  
-In addition, networks also occur in other areas, for example the force flow through a truss or the heat flow through individual hardware elements (<imgref imageNo1 >). The concepts shown below can also be applied to these networks.+In addition, networks also occur in other areas, for examplethe momentum flux through a truss or the heat flux through individual hardware elements (<imgref imageNo1>, or [[https://www.onsemi.com/pub/Collateral/AND9596-D.PDF#page=5|an example for heat flow through electronics]]). The concepts shown below can also be applied to these networks.
  
 On the {{https://en.wikipedia.org/wiki/Network_analysis_(electrical_circuits)|wiki page for network analysis}}  the different methods are described very well in a compact way </callout> On the {{https://en.wikipedia.org/wiki/Network_analysis_(electrical_circuits)|wiki page for network analysis}}  the different methods are described very well in a compact way </callout>
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 <callout> <callout>
  
-=== Goals ===+=== Learning Objectives ===
  
-After this lesson, you should: +By the end of this section, you will be able to
- +  - <del>determine the number of nodes, number of (tree and connecting) branches, and number of meshes.</del> 
-  - <del>be able to determine the number of nodes, number of (tree and connecting) branches, and number of meshes.</del> +  - <del>construct a complete tree from an electrical network.</del> 
-  - <del>be able to construct a complete tree from an electrical network.</del> +  - <del>understand the mesh current method and node potential method.</del> 
-  - <del>be able to understand the branch current method, mesh current methodand node potential method.</del> +  - understand and be able to apply the superposition procedure.
-  - Understand and be able to apply the superposition procedure.+
  
 </callout> </callout>
  
-===== 4.1 Preliminary work on network analysis =====+===== 4.1 Preliminary Work for Network Analysis =====
  
-==== Preparation of the circuit ====+==== Preparation of the Circuit ====
  
-<WRAP> <imgcaption imageNo10 | Preparing the circuit> </imgcaption> {{drawio>VorbereitungDerSchaltung}} </WRAP>+<WRAP> <imgcaption imageNo10 | Preparing the circuit> </imgcaption> {{drawio>VorbereitungDerSchaltung.svg}} </WRAP>
  
 Before the network analysis can be tackled, the circuit must be suitably prepared (cf. <imgref imageNo10 >): Before the network analysis can be tackled, the circuit must be suitably prepared (cf. <imgref imageNo10 >):
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   - Clarify what is given and what is sought   - Clarify what is given and what is sought
   - Draw a circuit   - Draw a circuit
-  - Add counting arrows. If not already given, then: +  - Add voltage and current arrows. If not already given, then: 
-      - First draw current and voltage arrows at all sources according to the generator arrow system. +      - Firstdraw current and voltage arrows at all sources according to the generator arrow system. 
-      - Afterwards define the current arrows at the remaining branches as you like.+      - Afterwardsdefine the current arrows at the remaining branches as you like.
       - Finally, draw the voltage arrows at the loads according to the load arrow system.       - Finally, draw the voltage arrows at the loads according to the load arrow system.
   - Select suitable current and voltage designations. If not already given, then:   - Select suitable current and voltage designations. If not already given, then:
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       - Do not insert any signs in front of the designators in the circuit.       - Do not insert any signs in front of the designators in the circuit.
  
-In real applications it is useful to specify the number of variables ("what is wanted?"), parameters ("what can be adjusted?", e.g. potentiometer) and known quantities ("what is given?"). \\ This makes it clear how many equations are needed. This seems to become difficult for larger networks - but a trick for this is presented below.+In real applicationsit is useful to specify the number of variables ("what is wanted?"), parameters ("what can be adjusted?", e.g. potentiometer) and known quantities ("what is given?"). \\  
 +This makes it clear how many equations are needed. This seems to become difficult for larger networks - but a trick for this is presented below.
  
 It often helps to draw the drawing several times (at least in your head) to have enough space for the identifiers (cf. <imgref imageNo10> below). It often helps to draw the drawing several times (at least in your head) to have enough space for the identifiers (cf. <imgref imageNo10> below).
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 ==== Graphs and Trees ==== ==== Graphs and Trees ====
  
-<WRAP> <imgcaption imageNo11 | Graph of a network> </imgcaption> {{drawio>GraphEinesNetzwerks}} </WRAP>+<WRAP> <imgcaption imageNo11 | Graph of a network> </imgcaption> {{drawio>GraphEinesNetzwerks.svg}} </WRAP>
  
-In the chapter [[:electrical_engineering_1:simple_circuits#nodes_branches_and_loops|2. simple dc_circuits]] the terms nodes, branches and loops have already been explained. These will now be expanded here to better explain the various network analysis methods in the following. In <imgref imageNo11 > the **graph**  of the example network is drawn. We had already seen this one too, but without knowing that this is called a graph! \\ But the important thing is: In this graph only the (real) nodes are drawn. Nodes are by definition the connection of __more than two__  branches. Accordingly, the connection between $R_{10}$ and $R_7$ is __not a node__  ((sometimes such connections are called "fake nodes")) ! For this reason also the blue circle as sign for nodes is omitted here.+In the chapter [[:electrical_engineering_1:simple_circuits#nodes_branches_and_loops|2. simple dc_circuits]] the terms nodes, branchesand loops have already been explained. These will now be expanded here to better explain the various network analysis methods in the following. In <imgref imageNo11 > the **graph**  of the example network is drawn. We had already seen this one too, but without knowing that this is called a graph! \\  
 +But the important thing is: In this graphonly the (real) nodes are drawn. Nodes are by definition the connection of __more than two__  branches. Accordingly, the connection between $R_{10}$ and $R_7$ is __not a node__  ((sometimes such connections are called "fake nodes")) ! For this reasonalso the blue circle as sign for nodes is omitted here.
  
-A concept that has not yet appeared is that of the complete tree. For this, some (mathematical) graph theory is needed. There, too, the terms nodes and loops are used as before. A **tree**  here is a special kind of graph. The graph in <imgref imageNo11> shows several loops. \\ Now a tree is characterized precisely by the fact that it contains __no__  loops. Three different trees are drawn in the picture. From a given network, many different trees can be created (depending on the number of nodes). \\ Among the different trees, there are now some in which each node connects two or fewer loops.((Here we now depart from the previous electrotechnical notion of node (= connecting more than 2 branches). The mathematical notion of node does not have this restriction))  These are called **complete trees**  (occasionally also [[https://en.wikipedia.org/wiki/Hamiltonian_path|Hamiltonian path]] ). Complete trees can also be understood as this shows a path through the network where all nodes are visited only exactly once.+A concept that has not yet appeared is that of the complete tree. For this, some (mathematical) graph theory is needed. There, too, the terms nodes and loops are used as before. A **tree**  here is a special kind of graph. The graph in <imgref imageNo11> shows several loops. \\  
 +Now a tree is characterized precisely by the fact that it contains __no__  loops. Three different trees are drawn in the picture. From a given network, many different trees can be created (depending on the number of nodes). \\ Among the different trees, there are now some in which each node connects two or fewer loops. ((Here we now depart from the previous electrotechnical notion of node (= connecting more than 2 branches). The mathematical notion of node does not have this restriction))  These are called **complete trees**  (occasionally also [[https://en.wikipedia.org/wiki/Hamiltonian_path|Hamiltonian path]] ). Complete trees can also be understood as this shows a path through the network where all nodes are visited only exactly once.
  
 Tree 3 in <imgref imageNo11> is now just one of the possible complete trees of this network. Tree 3 in <imgref imageNo11> is now just one of the possible complete trees of this network.
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 The branches in complete trees are now distinguished according to their membership: The branches in complete trees are now distinguished according to their membership:
  
-  * **tree branches**  belong to the complete tree (solid lines in <imgref imageNo11>).+  * **tree branches** belong to the complete tree (solid lines in <imgref imageNo11>).
   * **Connecting branches**  do not belong to the complete tree (dotted lines in <imgref imageNo11>).   * **Connecting branches**  do not belong to the complete tree (dotted lines in <imgref imageNo11>).
-Why does the swing to graph theory make sense now? The trick is that by defining the complete tree, all loops have just been removed. Conversely, a new (independent) loop can be created by each connecting branch. So if the number of independent loop equations $m$ is sought, this is just equal to the number of connecting branches.+Why does the excursion to graph theory make sense now? The trick is that by defining the complete tree, all loops have just been removed. Conversely, a new (independent) loop can be created by each connecting branch. So if the number of independent loop equations $m$ is sought, this is just equal to the number of connecting branches.
  
 To do this, proceed as follows: To do this, proceed as follows:
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 ~~PAGEBREAK~~ ~~CLEARFIX~~ ~~PAGEBREAK~~ ~~CLEARFIX~~
  
-===== 4.2 Branch Current Procedure =====+===== 4.2 Branch Current Method=====
  
-<WRAP> <imgcaption imageNo12 | example circuit> </imgcaption> {{drawio>Beispielschaltung}} </WRAP>+<WRAP> <imgcaption imageNo12 | example circuit> </imgcaption> {{drawio>Beispielschaltung.svg}} </WRAP>
  
-In the branch current method now "simply times" (almost) all equations of the circuit. Specifically, for each node and each __independent__  loop, the node and loop equations are written down:+The branch current method (also called branch current method) now "simply times" (almost) all equations of the circuit.  
 +Specifically, for each node and each __independent__ loop, the node and loop equations are written down:
  
   * for all nodes $k$ respectively the equation: $\sum_{k=0}^{N_k}{I_k}=0$   * for all nodes $k$ respectively the equation: $\sum_{k=0}^{N_k}{I_k}=0$
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 This forms a linear system of equations. This can then be considered as a matrix equation and solved with the rules of (mathematical) art. This forms a linear system of equations. This can then be considered as a matrix equation and solved with the rules of (mathematical) art.
 +
 +<WRAP onlyprint>
  
 For the example (<imgref imageNo12>), these would be the equations: For the example (<imgref imageNo12>), these would be the equations:
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 The matrices still need to be corrected for the voltage and current sources!!! The matrices still need to be corrected for the voltage and current sources!!!
- 
  
 === Example of nodal equations === === Example of nodal equations ===
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 \end{smallmatrix} \right) = \vec{0} \end{align*} \end{smallmatrix} \right) = \vec{0} \end{align*}
  
-</WRAP><WRAP column half> 
  
 === Example of loop equations === === Example of loop equations ===
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 Setting up the individual equations:  Setting up the individual equations: 
-\begin{align}  +\begin{align*
-\scriptsize\text{loop 'abf'} & \scriptsize : -U_0 + U_3 - U_9 = 0 \\  +\scriptsize\text{Masche 'abf'} & \scriptsize : -U_0 + U_3  - U_9    = 0 \\ 
-\scriptsize\text{loop 'bcf'} & \scriptsize : +U_1 - U_2 - U_3 = 0 \\ +\scriptsize\text{Masche 'bcf'} & \scriptsize : +U_1  - U_2   - U_3          = 0 \\ 
-\scriptsize\text{loop 'cdf'} & \scriptsize : + U_2 + U_4 - U_{11} = 0 \\  +\scriptsize\text{Masche 'cdf'} & \scriptsize :   + U_2 + U_4   - U_{11}         = 0 \\ 
-\scriptsize\text{loop 'def'} & \scriptsize : + U_5 - U_6 + U_{11} = 0 \\  +\scriptsize\text{Masche 'def'} & \scriptsize :    + U_5  - U_6        + U_{11}  = 0 \\ 
-\scriptsize\text{loop 'eaf'} & \scriptsize : + U_6 - U_7 - U_{10} + U_9 = 0 \\ +\scriptsize\text{Masche 'eaf'} & \scriptsize :     + U_6    - U_7 - U_{10} + U_9      = 0 \\ 
 +\quad \\ 
 \end{align*} \end{align*}
 +
  
 Sorting voltages into columns:  Sorting voltages into columns: 
-\begin{align*} \begin{mallmatrix}  +\begin{align*} 
-\text{loop 'abf'}: &-U_0 & & + U_3 & & & & & - U_9 & & = 0 \\ +\begin{smallmatrix
-\text{loop 'bcf'}: & & + U_1 & - U_2 & - U_3 & & & & & & & & = 0 \\ +\text{Masche 'abf'}: &-U_0 & & + U_3 & & & & & - U_9 & & &  = 0 \\ 
-\text{loop 'cdf'}: & & + U_2 & & + U_4 & & & & & & & - U_{11}& = 0 \\ +\text{Masche 'bcf'}: & & + U_1 & - U_2 & - U_3 & & & & & & & & = 0 \\ 
-\text{loop 'def'}: & & & & & + U_5 & - U_6 & & & & + U_{11} & = 0 \\  +\text{Masche 'cdf'}: & & + U_2 & & + U_4 & & & & & & & - U_{11}& = 0 \\ 
-\text{loop 'eaf'}: & & & & & & + U_6 & - U_7 - U_{10} & & - U_9 & & & = 0 \\  +\text{Masche 'def'}: & & & & & + U_5 & - U_6 & & & & + U_{11} & = 0 \\ 
-\end{smallmatrix} \end{align*}+\text{Masche 'eaf'}: & & & & & & + U_6 & - U_7 - U_{10} & & - U_9 & & & = 0 \\ 
 +\quad \\ \quad \\ 
 +\end{smallmatrix} 
 +\end{align*}
  
 Set up the matrix, but note $U_m = R_x \cdot I_m$:  Set up the matrix, but note $U_m = R_x \cdot I_m$: 
-\begin{align*} \left( \begin{smallmatrix}  +\begin{align*}  
--R_0 & 0 & 0 & +R_3 & 0 & 0 & -R_9 & 0 & 0 \\ +\left( \begin{smallmatrix}  
-0 & +R_1 & -R_2 & -R_3 & 0 & 0 & 0 & 0 & 0 \\  +-R_0 & 0       & +R_3 & 0    &  0   & 0   & -R_9 & 0    & 0 \\ 
-0 & 0 & +R_2 & 0 & +R_4 & 0 & 0 & 0 & -R_{11} \\  +   & +R_1 & -R_2 & -R_3 & 0       & 0   & 0    & 0    & 0  \\ 
-0 & 0 & 0 & 0 & +R_5 &-R_6 & 0 & 0 & +R_{11} \\  +   & 0    & +R_2 & 0    & +R_4 &    & 0   & 0    & 0    & -R_{11}  \\ 
-0 & 0 & 0 & 0 & 0 &+R_6 &-R_7-U_{10}& -R_9 & 0 \\  +   & 0       & 0    & 0    & +R_5 &-R_6 & 0    & 0    & +R_{11}   \\ 
-\end{smallmatrix} \right)  +   & 0       & 0    & 0    & 0    &+R_6 &-R_7-U_{10}& -R_9 & 0  \\ 
-\cdot  +\end{smallmatrix} \right) \cdot 
-\left( \begin{smallmatrix} I_0 \\ I_1 \\ I_2 \\ I_3 \\ I_4 \\ I_5 \\ I_6 \\ I_7 \\ I_9 \\ I_{11} \end{smallmatrix} \right) = \vec{0} \quad \\ \end{align*}  +\left( \begin{smallmatrix}  
-</WRAP></WRAP> +I_0 \\ I_1 \\ I_2 \\ I_3 \\ I_4 \\ I_5 \\ I_6 \\ I_7 \\ I_9 \\ I_{11}  
 +\end{smallmatrix} \right) = \vec{0} 
 +\quad \\ 
 +\end{align*}
  
-These matrices can be solved using, for example, the [[https://en.wikipedia.org/wiki/Gaussian_elimination|Gaussian elimination]]. ~~PAGEBREAK~~ ~~CLEARFIX~~+These matrices can be solved using, for example, the [[https://en.wikipedia.org/wiki/Gaussian_elimination|Gaussian elimination]]. 
  
-=== Another examples in videos ===+~~PAGEBREAK~~ ~~CLEARFIX~~ 
 + 
 +</WRAP> 
 + 
 + 
 +=== Another example in videos ===
  
 <WRAP group> <WRAP half column> <WRAP group> <WRAP half column>
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 3. draw in and label the loops 3. draw in and label the loops
  
-4. draw and label the branch currents+4. draw and label the mesh currents
  
-5. drawing in and designating the branch voltages+5. drawing in and designating the mesh voltages
  
 for a simple circuit for a simple circuit
  
-</WRAP> <WRAP half column> Branch current analysis Example 1/3+</WRAP> <WRAP half column> Mesh current analysis Example 1/3
  
 {{youtube>6sVeFqlSV4A}} {{youtube>6sVeFqlSV4A}}
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 Video 3 describes the following steps: Video 3 describes the following steps:
  
-1. writing down the given circuit and sizes+1. write down the given circuit and sizes
  
-2. drawing in and designating the nodes+2. draw in and designate the nodes
  
 3. draw in and label the loops 3. draw in and label the loops
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 4. draw and label the branch currents 4. draw and label the branch currents
  
-5. drawing in and designating the branch voltages+5. draw in and designate the branch voltages
  
 6. set up node equations and loop equations 6. set up node equations and loop equations
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 8. solve the matrix 8. solve the matrix
  
-</WRAP> <WRAP half column> Branch current analysis 3/3+</WRAP> <WRAP half column> Mesh current analysis 3/3
  
 {{youtube>_xomX-d8XU4}} {{youtube>_xomX-d8XU4}}
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 In the [[https://www.youtube.com/watch?v=75NnTVDKHNA|Video 4]] (not embedded here), will teach you how to solve a matrix by using a calculator: \\ In the [[https://www.youtube.com/watch?v=75NnTVDKHNA|Video 4]] (not embedded here), will teach you how to solve a matrix by using a calculator: \\
  \\  \\
-9. inserting the numerical values to a calculator+9. inserting the numerical values into a calculator
  
 10. calculating the matrix with a calculator 10. calculating the matrix with a calculator
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 <panel type="info" title="Exercise 4.2.1"> <WRAP group><WRAP column 2%>{{fa>pencil?32}}</WRAP><WRAP column 92%> <panel type="info" title="Exercise 4.2.1"> <WRAP group><WRAP column 2%>{{fa>pencil?32}}</WRAP><WRAP column 92%>
- 
-{{youtube>Z2QDXjG2ynU}} 
- 
-</WRAP></WRAP></panel> 
- 
-<panel type="info" title="Exercise 4.2.2"> <WRAP group><WRAP column 2%>{{fa>pencil?32}}</WRAP><WRAP column 92%> 
  
 {{youtube>14Rcbm5m3dQ}} {{youtube>14Rcbm5m3dQ}}
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 </WRAP></WRAP></panel> </WRAP></WRAP></panel>
  
-===== 4.3 mesh current method =====+===== 4.3 Mesh Current Method =====
  
 In the [[https://en.wikipedia.org/wiki/Mesh_analysis|mesh current method]], only for all loops $m$ each equation: $\sum\limits_{j=0}^{N_j}{U_j}=0$ are considered. However, these are represented in the form $R\cdot I = U $. In the [[https://en.wikipedia.org/wiki/Mesh_analysis|mesh current method]], only for all loops $m$ each equation: $\sum\limits_{j=0}^{N_j}{U_j}=0$ are considered. However, these are represented in the form $R\cdot I = U $.
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 The advantage here is that the number of equations to be solved is reduced to the number of independent loop currents. The advantage here is that the number of equations to be solved is reduced to the number of independent loop currents.
  
-These can also be considered as matrix equations and can be solved with the rules of (mathematical) art.+These can also be considered matrix equations and can be solved with the rules of (mathematical) art.
  
 <WRAP group> <WRAP half column> <WRAP group> <WRAP half column>
  
-In video 1, the mesh current method is applied by means of an example.+In video 1, the mesh current method is applied using an example.
  
 </WRAP> <WRAP half column> mesh current method </WRAP> <WRAP half column> mesh current method
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 </WRAP> </WRAP> <WRAP group> <WRAP half column> </WRAP> </WRAP> <WRAP group> <WRAP half column>
  
-Also in video 2, the mesh current method is applied by means of an example.+Also in video 2, the mesh current method is applied using an example.
  
 </WRAP> <WRAP half column> mesh current method </WRAP> <WRAP half column> mesh current method
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 </WRAP> <WRAP half column> </WRAP> </WRAP> </WRAP> <WRAP half column> </WRAP> </WRAP>
  
-===== 4.4 Nodal potential method =====+===== 4.4 Nodal Potential Method =====
  
 In the [[https://en.wikipedia.org/wiki/Nodal_analysis|nodal potential method]], only the equation: $\sum\limits_{i=0}^{N_i}{I_i}=0$ are considered for all nodes k respectively. However, these are expressed in the form ${1\over R} \cdot U = I $ and $G \cdot U = I $ respectively. In the [[https://en.wikipedia.org/wiki/Nodal_analysis|nodal potential method]], only the equation: $\sum\limits_{i=0}^{N_i}{I_i}=0$ are considered for all nodes k respectively. However, these are expressed in the form ${1\over R} \cdot U = I $ and $G \cdot U = I $ respectively.
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 The advantage here is that the number of equations to be solved is reduced to the number of existing nodes (minus 1). The advantage here is that the number of equations to be solved is reduced to the number of existing nodes (minus 1).
  
-These can also be considered as matrix equations and can be solved with the rules of (mathematical) art.+These can also be considered matrix equations and can be solved with the rules of (mathematical) art.
  
 <WRAP group> <WRAP half column> <WRAP group> <WRAP half column>
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 </WRAP> <WRAP half column> </WRAP> </WRAP> </WRAP> <WRAP half column> </WRAP> </WRAP>
  
-===== 4.5 Superposition method / Superposition principle =====+===== 4.5 Superposition Method / Superposition Principle =====
  
-The superposition principle shall first be illustrated by some examples+The superposition principle shall first be illustrated by some examples:
  
-<callout title="Example 1 - from consulting industry interviews">+<callout title="Example 1 - from an interview of a consulting company">
  
-**Task**: Three students are to fill a pool. If Alice were to fill it alone, she would need 2 days. Bob would need 3 days and Carol would need 4 days. How long would it take all three to fill a pool if they helped together?+**Task**: Three students are to fill a pool. If Alice has to fill it alone, she would need 2 days. Bob would need 3 days and Carol would need 4 days. How long would it take all three to fill a pool if they helped together?
  
-The question sounds far off topic at firstbut is directly related. The point is that to solve it, filling the pool is assumed to be linear. So Alice will fill $1 \over 2$, Bob $1 \over 3$, and Carol $1 \over 4$ of the pool per day. So on the first day, ${1 \over 2}+{1 \over 3}+{1 \over 4} = {{6 + 4 + 3} \over 12} = {13 \over 12}$ of the pool filled. \\ So the three of them need ${12 \over 13}$ of a day. \\  \\ However, this solution path is only possible because in linear systems the partial results can be added. </callout>+The question sounds far off-topic at first but is directly related. The point is that to solve it, filling the pool is assumed to be linear. So Alice will fill $1 \over 2$, Bob $1 \over 3$, and Carol $1 \over 4$ of the pool per day. So on the first day, ${1 \over 2}+{1 \over 3}+{1 \over 4} = {{6 + 4 + 3} \over 12} = {13 \over 12}$ of the pool filled. \\ So the three of them need ${12 \over 13}$ of a day. \\  \\ However, this solution path is only possible because in linear systems the partial results can be added. </callout>
  
-<callout title="Example 2 - Spring Force and Travel">+<callout title="Example 2 - Spring Force and Displacement">
  
-<WRAP> <imgcaption imageNo02 | mechanical spring> </imgcaption> {{drawio>mechanischeFeder}} </WRAP>+<WRAP> <imgcaption imageNo02 | mechanical spring> </imgcaption> {{drawio>mechanischeFeder.svg}} </WRAP>
  
-**Task**:A mechanical, linear spring is deflected with masses $m_1$ and $m_2$ in the Earth's gravitational field (see <imgref imageNo02 >). What is the magnitude of the deflection if both masses are attached simultaneously?+**Task**:A mechanical, linear spring is displaced due to masses $m_1$ and $m_2$ in the Earth's gravitational field (see <imgref imageNo02 >). What is the magnitude of the deflection if both masses are attached simultaneously?
  
 Again, a linear law is used here: \begin{align*} \vec{s}= f(\vec{F}) = - D \cdot \vec{F} \end{align*} Again, a linear law is used here: \begin{align*} \vec{s}= f(\vec{F}) = - D \cdot \vec{F} \end{align*}
  
-The (seemingly trivial) approach applies here: \begin{align*} \vec{s}_{1+2} = f(\vec{F_1} + \vec{F_2}) &= - D \cdot (\vec{F_1} + \vec{F_2}) \\ &= - D \cdot \vec{F_1} - D \cdot \vec{F_2} \\ &= f(\vec{F_1}) + f(\vec{F_2}) \ &= \vec{s_1} + \vec{s_2} \end{align*} </callout>+The (seemingly trivial) approach applies here:  
 +\begin{align*}  
 +\vec{s}_{1+2} = f(\vec{F_1} + \vec{F_2}) &= - D \cdot (\vec{F_1} + \vec{F_2}) \\  
 +             &= - D \cdot \vec{F_1} - D \cdot \vec{F_2} \\  
 +             &= f(\vec{F_1}) + f(\vec{F_2}) \\  
 +             &= \vec{s_1} + \vec{s_2}  
 +\end{align*} </callout>
  
-<callout icon="fa fa-exclamation" color="red" title="Notice:"> In a physical system in which effect and cause are linearly related, the effect of each cause can first be determined separately. The total effect is then the sum of the individual effects. </callout>+<callout icon="fa fa-exclamation" color="red" title="Notice:"> In a physical system in which effect and cause are linearly related, the effect of each cause can first be determined separately.  
 +The total effect is then the sum of the individual effects. </callout>
  
 For electrical engineering this principle was described by [[https://en.wikipedia.org/wiki/Hermann_von_Helmholtz|Hermann_von_Helmholtz]]: For electrical engineering this principle was described by [[https://en.wikipedia.org/wiki/Hermann_von_Helmholtz|Hermann_von_Helmholtz]]:
  
-> The currents in the branches in a linear network are equal to the sum of the partial currents in the branches concerned caused by the individual sources.+> The currents in the branches of a linear network are equal to the sum of the partial currents in the branches concerned caused by the individual sources.
  
 <WRAP group> <WRAP half column> Thus, in the superposition method, the current (or voltage) sought in a circuit with multiple sources can be viewed as a superposition of the resulting currents (or voltages) of the individual sources. <WRAP group> <WRAP half column> Thus, in the superposition method, the current (or voltage) sought in a circuit with multiple sources can be viewed as a superposition of the resulting currents (or voltages) of the individual sources.
Zeile 347: Zeile 365:
 The "recipe" for the overlay is as follows: The "recipe" for the overlay is as follows:
  
-  - Choose next source ''x''+  - Choose the next source ''x''
   - Replace all ideal sources with their respective equivalent resistors:   - Replace all ideal sources with their respective equivalent resistors:
       - ideal voltage sources by short circuits       - ideal voltage sources by short circuits
       - ideal current sources by an open line       - ideal current sources by an open line
   - Calculate the partial currents sought in the branches considered.   - Calculate the partial currents sought in the branches considered.
-  - Go to the next source ''x=x+1'' ((x=x+1 is not meant mathematically, but procedurally as in the programming language C))  and to point 2, as long as the partial currents of all sources have not been calculated.+  - Go to the next source ''x=x+1'' ((x=x+1 is not meant mathematically, but procedurally as in the programming language C))and to point 2, as long as the partial currents of all sources have not been calculated.
   - Add up the partial currents in the branches under consideration, observing the correct sign.   - Add up the partial currents in the branches under consideration, observing the correct sign.
  
Zeile 361: Zeile 379:
 {{youtube>w4N9CBc_nkA}} {{youtube>w4N9CBc_nkA}}
  
-more complex example of the superposition method+more complex example of the superposition method
  
 {{youtube>-48-4qWnhjA}} {{youtube>-48-4qWnhjA}}
Zeile 371: Zeile 389:
 === Example === === Example ===
  
-<WRAP> <imgcaption imageNo03 | example circuit with superposition> </imgcaption> {{drawio>BeispielschaltungSuperposition}} <WRAP>+<WRAP> <imgcaption imageNo03 | example circuit with superposition> </imgcaption> {{drawio>BeispielschaltungSuperposition.svg}} <WRAP>
  
 ~~PAGEBREAK~~ ~~CLEARFIX~~ ~~PAGEBREAK~~ ~~CLEARFIX~~
 +=== Introduction to Nodal, Mesh and Superposition Method ===
 +{{youtube>8f-2yXiYmRI}}
  
-<panel type="info" title="Exercise 4.5.1 Converting a bipolar signal to a unipolar signal"> <WRAP group><WRAP column 2%>{{fa>pencil?32}}</WRAP><WRAP column 92%>+ 
 +~~PAGEBREAK~~ ~~CLEARFIX~~ 
 + 
 +===== Exercises ===== 
 + 
 +#@TaskTitle_HTML@#4.5.1 Converting a bipolar signal to a unipolar signal <fs medium>(not from written test)</fs>#@TaskText_HTML@# 
 + 
 +Imagine you want to develop a circuit that conditions a sensor signal so that it can be processed by a microcontroller. The sensor signal is in the range $U_{\rm sens} \in [-15...15~\rm V]$, and the microcontroller input can read values in the range $U_{\rm uC\in [0...3.3~\rm V]$. The sensor can supply a maximum current of $I_{\rm sens, max}=1~\rm mA$. For the internal resistance of the microcontroller, input applies: $R_{\rm uC} \rightarrow \infty$ 
 + 
 +For conditioning, the input signal is to be fed via the series resistor $R_3$ to the center potential of a voltage divider $R_1 - R_2$ with $R_1$ to a supply voltage $U_{\rm s}$. 
 + 
 +The following simulation shows roughly the situation (the resistor values are not correct).
  
 <WRAP>{{url>https://www.falstad.com/circuit/circuitjs.html?running=false&ctz=CQAgjCDMCmC0DsIBskB08CcGkA4AsYGADEQKxFIYjnUh6TVxhgBQATiLHjiAEy95kg-oKLgSJdkL4DpkIqOoSiUpMNlrwSMWN4SWAczkK5ekDpYAlaWG03ePHXTGlzboqlIsAbp0K8oE1h-PjwnCDC+Jx1PQz8MAPlBYISoMwsAd3iAgTEUnNkVDnyZZOxStzB9SFxpEQr6iwAjTl5SJHA8ZOZEgnMWAA9W0kSkRFgMCEgMRGFBJoBLAAcAewAbAEM2AB0AZwBlFYBXNgBjaD3t7YA7AApoVANUPY293ehr3ZW2AEpBkFShAYVSohA6cxAln+zF0REQYF4DF4VTooXA0IRfHgwLaWPBaN4-wwwlIoOYfCQAQhUKGwR4enGrmRYghkH+sBq4AwDBSXPxshp4Bwoymtigk1RsiO12W6y2bwW1wA1lc7g8nnsjgBhH5-SDwPLlepcemyCAWWlgHA8K3deAQK2zNGC4KULk8sCkYHlCH7FgrAHiQrODD0sRIVCKAKuFRAA noborder}} </WRAP> <WRAP>{{url>https://www.falstad.com/circuit/circuitjs.html?running=false&ctz=CQAgjCDMCmC0DsIBskB08CcGkA4AsYGADEQKxFIYjnUh6TVxhgBQATiLHjiAEy95kg-oKLgSJdkL4DpkIqOoSiUpMNlrwSMWN4SWAczkK5ekDpYAlaWG03ePHXTGlzboqlIsAbp0K8oE1h-PjwnCDC+Jx1PQz8MAPlBYISoMwsAd3iAgTEUnNkVDnyZZOxStzB9SFxpEQr6iwAjTl5SJHA8ZOZEgnMWAA9W0kSkRFgMCEgMRGFBJoBLAAcAewAbAEM2AB0AZwBlFYBXNgBjaD3t7YA7AApoVANUPY293ehr3ZW2AEpBkFShAYVSohA6cxAln+zF0REQYF4DF4VTooXA0IRfHgwLaWPBaN4-wwwlIoOYfCQAQhUKGwR4enGrmRYghkH+sBq4AwDBSXPxshp4Bwoymtigk1RsiO12W6y2bwW1wA1lc7g8nnsjgBhH5-SDwPLlepcemyCAWWlgHA8K3deAQK2zNGC4KULk8sCkYHlCH7FgrAHiQrODD0sRIVCKAKuFRAA noborder}} </WRAP>
  
-Imagine you want to develop a circuit that conditions a sensor signal so that it can be processed by a microcontroller. The sensor signal is in the range $U_{sens} \in [-15...15V]$, the microcontroller input can read values in the range $U_{uC} \in [0...3.3V]$. The sensor can supply a maximum current of $I_{sens,max}=1mA$. For the internal resistance of the microcontroller input applies$R_{uC} \rightarrow \infty$+Questions:
  
-For conditioning, the input signal is to be fed via the series resistor $R_3$ to the center potential of a voltage divider $R_1 R_2$ with $R_1against $U_{uC,max}(similar circuit see in simulation on the right).+1. Find the relationship between $R_1$, $R_2$, and $R_3$ using superposition. \\ 
 +  * Determine suitable values for $R_1$, $R_2$, and $R_3$. 
 +  * What values for $R^0_1$, $R^0_2$, and $R^0_3$ from the [[https://de.wikipedia.org/wiki/E-Reihe|E24 series]] can be used to do this?
  
-  - Find the relationship between $R_1$$R_2$ and $R_3$ using superposition. +#@HiddenBegin_HTML~1,Solution~@# 
-  - Find the relationship between $R_1$, $R_2$ and $R_3using star-delta transformation+Using superposition, we create two separate circuits where one source is considered
-  - What is the input resistance $R_{in}(R_1, R_2,R_3)of the circuit (viewed from the sensor)? +For these two circuitswe calculate $U_\rm A^{(1)}$ and $U_\rm A^{(2)}$. \\ 
-  - What is the maximum allowed input resistance $R_{in}(R_1, R_2,R_3)for the sensor to still deliver current? +To make the calculation simpler, the resistors $R_3$ and $R_{\rm s}$ will be joined to $R_4 =R_3 +R_{\rm s}$.
-  - Determine suitable values for $R_1$, $R_2$ and $R_3$. +
-  - What values for $R^0_1$, $R^0_2$, and $R^0_3$ from the [[https://de.wikipedia.org/wiki/E-Reihe|E24 series]] can be used to do this?+
  
-</WRAP></WRAP></panel+<callout> 
-{{page>task_4.5.2_with_calculation&nofooter}}{{page>aufgabe_4.5.3&nofooter}}{{page>aufgabe_4.5.4&nofooter}}+=== Circuit 1 : only consider $U_{\rm S}$, ignore $U_{\rm I}$ === 
 +{{drawio>electrical_engineering_1:exc541circ1.svg}} 
 + 
 +\begin{align*} 
 +U_{\rm O}^{(1)}  &= U_{\rm S} \cdot {{R_2||R_4}\over{R_1 + R_2||R_4}}  
 +                  = U_{\rm S} \cdot {{ {{R_2  R_4}\over{R_2 + R_4}} }\over{R_1 + {{R_2  R_4}\over{R_2 + R_4}} }} \\ 
 +                 &= U_{\rm S} \cdot {{ R_2 R_4 }\over{R_1  (R_2 + R_4)+ R_2 R_4 }} \\ 
 +                 &= U_{\rm S} \cdot {{ R_2 R_4 }\over{R_1  R_2 + R_1 R_4 + R_2 R_4 }} \\ 
 +\end{align*} 
 +</callout> 
 + 
 +<callout> 
 +=== Circuit 2 : only consider $U_{\rm I}$, ignore $U_{\rm S}$ === 
 +{{drawio>electrical_engineering_1:exc541circ2.svg}} 
 + 
 +\begin{align*} 
 +U_{\rm O}^{(2)}  &= U_{\rm I} \cdot {{R_1||R_2}\over{R_4 + R_1||R_2}}  
 +                  = U_{\rm I} \cdot {{ {{R_1 R_2}\over{R_1 + R_2}} }\over{R_4 + {{R_1 R_2}\over{R_1 + R_2}} }} \\ 
 +                 &= U_{\rm I} \cdot {{ R_1 R_2 }\over{R_4 (R_1 + R_2)+ R_1 R_2 }} \\ 
 +                 &= U_{\rm I} \cdot {{ R_1 R_2 }\over{R_4 R_1 + R_4 R_2+ R_1 R_2 }} \\ 
 +\end{align*} 
 +</callout> 
 + 
 +<callout> 
 +=== Superposition: Let's sum it up! === 
 +\\ 
 +These two intermediate voltages for the single sources have to be summed up as $U_{\rm O}= U_{\rm O}^{(1)} + U_{\rm O}^{(2)}$. \\ 
 +When deeper investigated, one can see that the denominator for both $U_{\rm O}^{(1)}$ and $U_{\rm O}^{(2)}$ is the same. \\ 
 +We can also simplify further when looking at often-used sub-terms (here: $R_2$) 
 + 
 +\begin{align*} 
 +U_{\rm O}                                            & {{ 1 }\over{R_4 R_1 + R_4 R_2+ R_1 R_2 }} \cdot (U_{\rm S} \cdot R_2 R_4  + U_{\rm I} \cdot R_1 R_2 ) \\ 
 +U_{\rm O} \cdot (R_4 R_1 + R_4 R_2+ R_1 R_2 )        &  U_{\rm S} \cdot R_2 R_4  + U_{\rm I} \cdot R_1 R_2  \\ \\ 
 +U_{\rm O} \cdot ({{R_1 R_4}\over{R_2}} + R_4 + R_1 ) &  U_{\rm S} \cdot     R_4  + U_{\rm I} \cdot R_1      \tag 1 \\ 
 +\end{align*} 
 + 
 +The formula $(1)$ is the general formula to calculate the output voltage $U_{\rm O}$ for a changing input voltage $U_{\rm I}$, where the supply voltage $U_{\rm S}" is constant. \\ 
 +</callout> 
 + 
 +Now, we can use the requested boundaries: 
 +  - For the minimum input voltage $U_{\rm I}= -15 ~\rm V$, the output voltage shall be $U_{\rm O} =   0 ~\rm V$ 
 +  - For the maximum input voltage $U_{\rm I}= +15 ~\rm V$, the output voltage shall be $U_{\rm O} = 3.3 ~\rm V$ 
 + 
 +This leads to two situations: 
 + 
 +<callout> 
 +=== Situation I : $U_{\rm I,min}= -15 ~\rm V$ shall create $U_{\rm O,min} = 0 ~\rm V$ === 
 +\\ 
 +We put $U_{\rm A} = 0 ~\rm V$ in the formula $(1)$ : 
 +\begin{align*} 
 +0                          &  U_{\rm S} \cdot     R_4  + U_{\rm I,min} \cdot R_1     \\ 
 +- U_{\rm I,min} \cdot R_1  &  U_{\rm S} \cdot     R_4       \\ 
 + {{R_1}\over{R_4}}         &=-{{U_{\rm S}}\over {U_{\rm I,min}}} = k_{14} \tag 2 \\ 
 +\end{align*} 
 + 
 +So, with formula $(2)$, we already have a relation between $R_1$ and $R_4$. Yeah 😀 \\ 
 +The next step is situation 2 
 +</callout> 
 + 
 +<callout> 
 +=== Situation II : $U_{\rm I,max}= +15 ~\rm V$ shall create $U_{\rm O,max} = 3.3 ~\rm V$ === 
 +\\ 
 +We use formula $(2)$ to substitute $R_1 = k_{14} \cdot R_4 $ in formula $(1)$, and: 
 +\begin{align*} 
 +U_{\rm O,max} \cdot (k_{14}{{ R_4^2}\over{R_2}} + R_4 + k_{14} R_4 ) &  U_{\rm S} \cdot     R_4  + U_{\rm I,max} \cdot k_{14} R_4 \\ 
 +U_{\rm O,max} \cdot (k_{14}{{ R_4  }\over{R_2}} + 1   + k_{14}     ) &  U_{\rm S}                + U_{\rm I,max} \cdot k_{14}  \\ 
 +                     k_{14}{{ R_4  }\over{R_2}}  + 1   + k_{14}      &= {{U_{\rm S}                + U_{\rm I,max} \cdot k_{14} }\over{        U_{\rm O,max} }} \\ 
 +                     k_{14}{{ R_4  }\over{R_2}}                      &= {{U_{\rm S}                + U_{\rm I,max} \cdot k_{14} }\over{        U_{\rm O,max} }}        - (1   + k_{14})\\ 
 +                           {{ R_4  }\over{R_2}}                      &= {{U_{\rm S}                + U_{\rm I,max} \cdot k_{14} }\over{ k_{14} U_{\rm O,max} }} - {{1   + k_{14} }\over{k_{14}}} \tag 3 \\ 
 +\end{align*} 
 + 
 +So, another relation for $R_4$ and $R_2$.  😀 \\ 
 +</callout> 
 + 
 +So, to get values for the relations, we have to put in the values for the input and output voltage conditions. For $k_{14}$ we get by formula $(2)$: 
 +\begin{align*} 
 +k_{14} = {{R_1}\over{R_4}}  =-{{5 ~\rm V}\over {-15 ~\rm V }} = {{1}\over{3}} \\ 
 +\end{align*} 
 + 
 +This value $k_{14}$ we can use for formula $(3)$: 
 +\begin{align*} 
 +{{ R_4  }\over{R_2}} &= {{5 ~\rm V + 15 ~\rm V \cdot {{1}\over{3}} }\over{ 3.3 ~\rm V \cdot {{1}\over{3}} }} - {{1   + {{1}\over{3}} }\over{ {{1}\over{3}} }} \\ 
 +                     &= {{10}\over{1.1}} - 4 \\ 
 +k_{42}               &\approx 5.09 
 +\end{align*} 
 + 
 +We could now - theoretically - arbitrarily choose one of the resistors, e.g., $R_2$, and then calculate the other two. \\ 
 + 
 +But we must consider another boundary, a boundary for $R_{\rm S}$. The maximum voltage and the maximum current are given for the sensor. By this, we can calculate $R_{\rm S}$: 
 +\begin{align*} 
 +R_{\rm S}   &= {{ U_{\rm OC} }\over{ I_{\rm SC} }} = {{ U_{\rm S,max} }\over{ I_{\rm S,max} }} = {{ 15 ~\rm V }\over{ 1 ~\rm mA }} \\ 
 +            &= 15 ~\rm k\Omega 
 +\end{align*} 
 + 
 +Therefore, $R_4 = R_{\rm S} + R_3$ must be larger than this. \\ 
 + 
 +#@HiddenEnd_HTML~1,Solution ~@# 
 + 
 +#@HiddenBegin_HTML~Result1,Result~@# 
 + 
 +The sensor resistance is 
 +\begin{align*} 
 +R_S &= 15 {~\rm k\Omega}\\ 
 +\end{align*} 
 + 
 +We can choose $R_3$ arbitrarily. Here I choose a nice value to get integer values for $R_3$ and $R_1$: 
 +\begin{align*} 
 +R_3 &= 45 {~\rm k\Omega}\\ 
 +R_1 &= {{1}\over{3}}   (R_3 + 15 {~\rm k\Omega}) = 20   {~\rm k\Omega} \\ 
 +R_2 &= {{1}\over{5.09}}(R_3 + 15 {~\rm k\Omega}) = 11.8 {~\rm k\Omega}  
 +\end{align*} 
 + 
 +Based on the E24 series, the following values are next to the calculated ones: 
 +\begin{align*} 
 +R_3^0 &= 43 {~\rm k\Omega}\\ 
 +R_1^0 &= {{1}\over{3}}   (R_3 + 15 {~\rm k\Omega}) = 20 {~\rm k\Omega} \\ 
 +R_2^0 &= {{1}\over{5.09}}(R_3 + 15 {~\rm k\Omega}) = 12 {~\rm k\Omega}  
 +\end{align*} 
 + 
 +#@HiddenEnd_HTML~Result1,Result~@# 
 + 
 +2. Find the relationship between $R_1$, $R_2$, and $R_3$ by investigating Kirchhoff's nodal rule for the node where $R_1$, $R_2$, and $R_3$ are interconnected. 
 + 
 +#@HiddenBegin_HTML~Solution2,Solution~@# 
 + 
 +The potential of the node is $U_\rm O$. Therefore the currents are: 
 +  - the current $I_2$ over $R_2$ is flowing to ground: $I_2 = - {{U_\rm O}\over{R_2}} $  
 +  - the current $I_1$ over $R_1$ is coming from the supply voltage $U_{\rm S}$ to the nodal voltage $U_{\rm O}$:  $I_1 = {{U_{\rm S} - U_{\rm O}}\over{R_1}}$ 
 +  - the current $I_4$ over $R_4$ is coming from the input voltage  $U_{\rm I}$ to the nodal voltage $U_{\rm O}$:  $I_4 = {{U_{\rm I} - U_{\rm O}}\over{R_4}}$ 
 + 
 +This led to the formula based on the Kirchhoff's nodal rule:  
 + 
 +\begin{align*} 
 +\Sigma I = 0 &= I_1 + I_2 + I_3 \\ 
 +         0 &= {{U_{\rm S} - U_{\rm O}}\over{R_1}} + {{U_{\rm I} - U_{\rm O}}\over{R_4}} - {{U_\rm O}\over{R_2}}  
 +\end{align*} 
 + 
 +The formula can be rearranged, with all terms containing $ U_{\rm O}$ on the left side:  
 +\begin{align*} 
 +    {{U_{\rm O}}\over{R_1}} + {{U_{\rm O}}\over{R_2}} + {{U_{\rm O}}\over{R_4}}         & {{U_{\rm S}}\over{R_1}}  + {{U_{\rm I}}\over{R_4}}  \\ 
 +      U_{\rm O}\cdot \left( {{1}\over{R_1}} + {{1}\over{R_2}} + {{1}\over{R_4}} \right) & {{U_{\rm S}}\over{R_1}}  + {{U_{\rm I}}\over{R_4}}  \\         
 +\end{align*} 
 + 
 +Both sides can be multiplied by $\cdot R_1$, $\cdot R_2$, $\cdot R_4$  - in order to get rid of the fractions :  
 +\begin{align*} 
 +      U_{\rm O}\cdot \left( {{R_1 R_2 R_4 }\over{R_1}} + {{R_1 R_2 R_4 }\over{R_2}} + {{R_1 R_2 R_4 }\over{R_4}} \right) & R_1 R_2 R_4 \cdot {{U_{\rm S}}\over{R_1}}  + R_1 R_2 R_4 \cdot {{U_{\rm I}}\over{R_4}}  \\         
 +      U_{\rm O}\cdot \left( R_2 R_4 + R_1 R_4 + R_1 R_2 \right) & R_2 R_4 \cdot U_{\rm S}  + R_1 R_2 \cdot U_{\rm I} \\         
 +      U_{\rm O} &= {{R_2}\over{R_2 R_4 + R_1 R_4 + R_1 R_2 }}  \left( R_4 \cdot U_{\rm S}  + R_1 \cdot U_{\rm I} \right)\\         
 +\end{align*} 
 + 
 +The last formula was just the result we also got by the superposition but by more thinking. \\ 
 +So, sometimes there is an easier way...  
 +  * Unluckily, there is no simple way to know before, what way is the easiest. 
 +  * Luckily, all ways lead to the correct result. 
 + 
 +#@HiddenEnd_HTML~Solution2,Solution ~@# 
 + 
 +3. What is the input resistance $R_{\rm in}(R_1, R_2, R_3)$ of the circuit (viewed from the sensor)? 
 + 
 +#@HiddenBegin_HTML~Solution3,Solution~@# 
 + 
 +\begin{align*} 
 +R_{\rm in}(R_1, R_2, R_3) &= R_3 + R_1 || R_2 \\ 
 +                          &= R_3 + {{R_1  R_2}\over{R_1 + R_2}} 
 +\end{align*} 
 + 
 +#@HiddenEnd_HTML~Solution3,Solution~@# 
 + 
 +4. What is the minimum allowed input resistance ($R_{\rm in, min}(R_1, R_2, R_3)$) for the sensor to still deliver current? 
 + 
 +#@HiddenBegin_HTML~Solution4,Solution~@# 
 + 
 +\begin{align*} 
 +R_{\rm in, min} &= {{U_{\rm sense}}\over{I_{\rm sense, max}}} \\ 
 +                &= \rm {{15 V}\over{1 mA}} \\ 
 +                &= 15 k\Omega \\ 
 +\end{align*} 
 + 
 +#@HiddenEnd_HTML~Solution4,Solution~@# 
 + 
 +#@TaskEnd_HTML@# 
 + 
 + 
 + 
 +{{page>aufgabe_4.5.2_mit_rechnung&nofooter}} 
 +{{page>aufgabe_4.5.3&nofooter}} 
 +{{page>aufgabe_4.5.4&nofooter}}