Difference between revisions of "Maple/Differential Equations/RC Example"

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\frac{v_C(t)}{R_2}+C\frac{dv_C(t)}{dt}=0\!
 
\frac{v_C(t)}{R_2}+C\frac{dv_C(t)}{dt}=0\!
 
</math></center>
 
</math></center>
 
  
 
== Code ==
 
== Code ==
Now that the equations for DC steady state and for the differential model are known, you can write Maple code to solve for everything.
+
Now that the equations for DC steady state and for the differential model are known, you can write Maple code to solve for everything. A complete example of the code below is at the [https://maple.cloud/app/5138367069159424/RRCexample Maple Cloud]
  
 
=== Preparing the Worksheet ===
 
=== Preparing the Worksheet ===
 
Be sure that your name and the assignment show up as text at the top
 
Be sure that your name and the assignment show up as text at the top
 
of the page.  Also be sure that the first Maple command is <code>restart</code>.
 
of the page.  Also be sure that the first Maple command is <code>restart</code>.
 +
 +
=== Values ===
 +
Create a list of values for substitutions later.  Note that there should probably be one variable for the DCSS steady-state analysis and another for the differential equations.  In this case, <code>vsDC</code> will be the $$t<0$$ value and <code>vs(t)</code> will be for $$t\geq 0$$.
  
 
=== Initial Conditions From Steady-State ===
 
=== Initial Conditions From Steady-State ===
While Maple can solve differential equations with symbolic initial
+
While Maple can solve differential equations with symbolic initial conditions and coefficients, most of the time this will result in a very unwieldy and unhelpful
conditions and coefficients, most of the
 
time this will result in a very unwieldy and unhelpful
 
 
representation.  For this assignment, you will be providing Maple with
 
representation.  For this assignment, you will be providing Maple with
numerical values for the initial conditions.  The three step process
+
numerical values for the initial conditions.  The four-step process
for this is to set up equations for the DC steady-state values in terms
+
for this is:
of the sources and elements:
+
* Set up equations for the DC steady-state values in terms of the sources and elements <syntaxhighlight>eqn1 := (vC(0)-vsDC)/R1 + vC(0)/R2 = 0</syntaxhighlight>
sseqn1 := (v__C(0)-v__S,DC)/R__1 + v__C(0)/R__2 = 0
+
* Put those equations in a list:<syntaxhighlight>eqns := [eqn1]</syntaxhighlight>
solve those equations,
+
* Solve those equations:<syntaxhighlight>sssoln := solve(eqns, [vC(0)])</syntaxhighlight>
sssoln := solve({sseqn1}, [v__C(0)])
+
* Substitute numbers into those solutions and de-bracket the list for use later:<syntaxhighlight>numsssoln := subs(vals, sssoln)[][]</syntaxhighlight>
and then later you will substitute in the proper element and source values. 
+
At the end of this step, there will be an un-bracketed set of equations storing the values of the variables at time 0.
The output of this should be a set of equations, where where the set is surrounded by double square brackets.
 
  
 
=== Differential Equations ===
 
=== Differential Equations ===
Next set up the differential equations, generate a single list of
+
For this assignment, you will also be providing substituting values into the differential equations - unlike the linear algebra equations above, however, you really need to make the substitutions before solvingThe four-step process for this is:
the differential equations with numerical values substituted in for
+
* Set up differential equations for $$t\geq 0$$: <syntaxhighlight>deqn1 := (vC(t) - vs(t))/R1 + (vC(t) + 0)/R2 + C*diff(vC(t), t) = 0</syntaxhighlight>
the elements and sources, and solveThis is a three step process: define the
+
* Put those equations in a list:<syntaxhighlight>deqns := [deqn1]</syntaxhighlight>
equations:
+
* Substitute numbers into those equations and de-bracket for later:<syntaxhighlight>numdeqns := subs(vals, deqns)[]</syntaxhighlight>
deqn1 := (v__C(t)-v__S(t))/R__1+v__C(t)/R__2+C*(diff(v__C(t), t)) = 0
+
* Solve those equations:<syntaxhighlight>dsoln := dsolve([numsssoln, numdeqns], [vC(t)])</syntaxhighlight>
then define and substitute in the element and source values to your initial value solutions and your differential equations:
+
At the end of this step, there will be a solution or a collection of solutions for the variable or variables.  If you want to see a version where numbers are converted to floating-point notation and rounded, include the code <syntaxhighlight>evalf[4](dsoln)</syntaxhighlight>
vals := R__1 = 20000., R__2 = 30000., C = 0.0000500, v__S,DC = 5.0, v__S(t) = 10.0*cos(8*t)
+
 
numeqn := subs(vals, {deqn1, sssoln[][]})
+
=== Plotting ===
The end result will be a set of equations with numbers instead of symbols (except for the variables of interest)Now solve the equations:
+
 
soln := dsolve(numeqn, [v__C(t)])
+
To make a plot, just substitute in your solution (or de-bracketed collection of solutions) into your variable of interest::
You may want to look at a simplified version of the solution by first converting it to  
+
<syntaxhighlight>plot(subs(dsoln, [vC(t)]), t = 0 .. 10, labels = [typeset(t, ", s"), typeset(v__C(t), ", V")]);
 +
</syntaxhighlight>
 +
 
 +
== Extra Steps ==
 +
Though not necessary for this particular example, there may be times when you may want to look at a simplified version of the solution by first converting it to  
 
cos, sin, and exponentials (in case there are hyperbolic trig functions) and allowing  
 
cos, sin, and exponentials (in case there are hyperbolic trig functions) and allowing  
Maple to expand and combine terms, then round off to four significant figures:
+
Maple to expand and combine terms, then round off to four significant figures:<syntaxhighlight> evalf[4](combine(expand(convert(dsoln, expsincos))))</syntaxhighlight>
evalf[4](combine(expand(convert(soln, expsincos))))
 
  
 
Note that in some cases the results of the differential equation are,
 
Note that in some cases the results of the differential equation are,
 
frankly, ugly.  Sometimes, telling Maple to solve using the Laplace
 
frankly, ugly.  Sometimes, telling Maple to solve using the Laplace
 
method comes up with a more compact answer:
 
method comes up with a more compact answer:
soln := dsolve(numeqn, [v__C(t)], method=laplace):
+
<syntaxhighlight>dsoln := dsolve([numsssoln, numdeqns], [vC(t)], method=laplace)
evalf[4](combine(expand(convert(soln, expsincos))))
+
evalf[4](combine(expand(convert(dsoln, expsincos))))</syntaxhighlight>
 +
 
 
Other times, neither Maple's default method nor Laplace have a
 
Other times, neither Maple's default method nor Laplace have a
 
``nice'' answer; in those cases, simply put a colon at the end of the
 
``nice'' answer; in those cases, simply put a colon at the end of the
line to suppress the output and forget about the simplify line:
+
line to suppress the output and forget about the simplify line:<syntaxhighlight>dsoln := dsolve([numsssoln, numdeqns], [vC(t)], method=laplace)</syntaxhighlight>
soln := dsolve(numeqn, [v__C(t)]):
 
 
In those cases, you will want to focus more on the plot than the
 
In those cases, you will want to focus more on the plot than the
 
analytical solution.
 
analytical solution.
  
=== Plotting ===
 
 
Plotting can sometimes be a little more complicated than it seems - much of the
 
Plotting can sometimes be a little more complicated than it seems - much of the
 
time, round-off errors will cause solutions that have tiny vestigial
 
time, round-off errors will cause solutions that have tiny vestigial
 
imaginary values. To eliminate this, you can have Maple <code>map</code> the
 
imaginary values. To eliminate this, you can have Maple <code>map</code> the
 
real part of the solution vector.  That is:
 
real part of the solution vector.  That is:
plot(map(Re, subs(soln, [v__C(t)])), t = 0 .. 10,
 
labels = [typeset(t, ", s"), typeset(v__C, ", V")])
 
  
== Complete Example ==
+
<syntaxhighlight>plot(map(Re, subs(dsoln, [vC(t)])), t = 0 .. 10,
For the Spring 2022 semester, students in EGR 224 get the code by going to the [https://duke.box.com/s/mkohvjf6fvt2w6nxcbz1ou21ghyfz4gz public Box folder for EGR 224] and looking at the Lab05files folder.  In addition to the worksheet for the circuit above, there are worksheets for several example and practice problems from Alexander & Sadiku 7e Chapters 7 and 8.
+
labels = [typeset(t, ", s"), typeset(vC(t), ", V")])</syntaxhighlight>
 +
 
 +
== Further Examples ==
 +
The following examples are from "Circuit Analysis and Design" by Ulaby, Maharbiz, and Furse - free download at: https://services.publishing.umich.edu/publications/ee/
 +
* CAD Example 0608 Underdamped - [https://maple.cloud/app/6507127311040512/CAD+Example+0608+Underdamped?key=EEA7F050169E4F8DAB8997F3C7ADFB66302825487348498ABD2BF536042C93C0 Maple Cloud Link]
 +
* CAD Example 0610 Overdamped - [https://maple.cloud/app/5024665695289344/CAD+Example+0610+Overdamped?key=3347BAEC53D04D068EAB572DBA7E5425911676E5E122483984EFDBDBABB06EB8 Maple Cloud Link]

Latest revision as of 14:09, 27 February 2024

Description

The following page will go through an example of using Maple's ability to work with differential equations to analyze a circuit that undergoes a change in source values. In this particular case, the independent source is given as a constant for all times before 0 sec, at which time it changes to a non-constant source. The source is connected to a network containing both resistors and a capacitor. While there are several ways to put all this work together in a Maple script, the following will provide a flexible framework for solving the equations and using substitution to determine a numerical list of initial conditions, substituting element values into the differential equations and putting them into a list, solving the differential equations, and finally plotting the results.

Circuit

For this demonstration code, the following circuit is used:

RCD DemoCircuit.png

where \(R_1\)=20 k\(\Omega\), \(R_2\)=30 k\(\Omega\), \(C\)=50 \(\mu\)F, and \(v_s(t)\) changes from 5 V to 10 cos(8\(t\)) V when \(t=0\) s.

DC Steady-State Analysis

Assuming the circuit has been in place for a "long time" before \(t\)=0 sec, and given the topology of the circuit and the fact that the independent source is a constant for all times before 0 sec, you can use the DC steady-state equivalent for the circuit at \(t=0^-\) sec:

RCD DemoCircuitSS.png

Using KCL at the top right node gives:

\( \frac{v_C(0^-)-v_S}{R_1}+ \frac{v_C(0^-)}{R_2}=0\! \)

which can be solved to find the capacitor voltage at the time just before the source \(v_S(t)\) changes.

Model Equations for t>0

In general, after \(t\)=0 sec you can label the circuit as:

RCD DemoCircuitDE.png

Using KCL at the top right node again gives:

\( \frac{v_C(t)-v_S(t)}{R_1}+ \frac{v_C(t)}{R_2}+C\frac{dv_C(t)}{dt}=0\! \)

Code

Now that the equations for DC steady state and for the differential model are known, you can write Maple code to solve for everything. A complete example of the code below is at the Maple Cloud

Preparing the Worksheet

Be sure that your name and the assignment show up as text at the top of the page. Also be sure that the first Maple command is restart.

Values

Create a list of values for substitutions later. Note that there should probably be one variable for the DCSS steady-state analysis and another for the differential equations. In this case, vsDC will be the $$t<0$$ value and vs(t) will be for $$t\geq 0$$.

Initial Conditions From Steady-State

While Maple can solve differential equations with symbolic initial conditions and coefficients, most of the time this will result in a very unwieldy and unhelpful representation. For this assignment, you will be providing Maple with numerical values for the initial conditions. The four-step process for this is:

  • Set up equations for the DC steady-state values in terms of the sources and elements
    eqn1 := (vC(0)-vsDC)/R1 + vC(0)/R2 = 0
  • Put those equations in a list:
    eqns := [eqn1]
  • Solve those equations:
    sssoln := solve(eqns, [vC(0)])
  • Substitute numbers into those solutions and de-bracket the list for use later:
    numsssoln := subs(vals, sssoln)[][]

At the end of this step, there will be an un-bracketed set of equations storing the values of the variables at time 0.

Differential Equations

For this assignment, you will also be providing substituting values into the differential equations - unlike the linear algebra equations above, however, you really need to make the substitutions before solving. The four-step process for this is:

  • Set up differential equations for $$t\geq 0$$:
    deqn1 := (vC(t) - vs(t))/R1 + (vC(t) + 0)/R2 + C*diff(vC(t), t) = 0
  • Put those equations in a list:
    deqns := [deqn1]
  • Substitute numbers into those equations and de-bracket for later:
    numdeqns := subs(vals, deqns)[]
  • Solve those equations:
    dsoln := dsolve([numsssoln, numdeqns], [vC(t)])

At the end of this step, there will be a solution or a collection of solutions for the variable or variables. If you want to see a version where numbers are converted to floating-point notation and rounded, include the code

evalf[4](dsoln)

Plotting

To make a plot, just substitute in your solution (or de-bracketed collection of solutions) into your variable of interest::

plot(subs(dsoln, [vC(t)]), t = 0 .. 10, labels = [typeset(t, ", s"), typeset(v__C(t), ", V")]);

Extra Steps

Though not necessary for this particular example, there may be times when you may want to look at a simplified version of the solution by first converting it to cos, sin, and exponentials (in case there are hyperbolic trig functions) and allowing

Maple to expand and combine terms, then round off to four significant figures:

 evalf[4](combine(expand(convert(dsoln, expsincos))))

Note that in some cases the results of the differential equation are, frankly, ugly. Sometimes, telling Maple to solve using the Laplace method comes up with a more compact answer:

dsoln := dsolve([numsssoln, numdeqns], [vC(t)], method=laplace)
evalf[4](combine(expand(convert(dsoln, expsincos))))

Other times, neither Maple's default method nor Laplace have a ``nice answer; in those cases, simply put a colon at the end of the

line to suppress the output and forget about the simplify line:

dsoln := dsolve([numsssoln, numdeqns], [vC(t)], method=laplace)

In those cases, you will want to focus more on the plot than the analytical solution.

Plotting can sometimes be a little more complicated than it seems - much of the time, round-off errors will cause solutions that have tiny vestigial imaginary values. To eliminate this, you can have Maple map the real part of the solution vector. That is:

plot(map(Re, subs(dsoln, [vC(t)])), t = 0 .. 10, 
 labels = [typeset(t, ", s"), typeset(vC(t), ", V")])

Further Examples

The following examples are from "Circuit Analysis and Design" by Ulaby, Maharbiz, and Furse - free download at: https://services.publishing.umich.edu/publications/ee/