Plot frquency resonse from transfer function in complex frequency domain

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Discussion Overview

The discussion revolves around calculating and plotting the frequency response of a transfer function in the complex frequency domain, specifically focusing on the function H(s) = 1/(s² + 8485.28s + 36x10⁻⁶). Participants explore the substitution of 's' with 'jω' and the implications for calculating magnitude at specified frequencies.

Discussion Character

  • Technical explanation
  • Mathematical reasoning
  • Homework-related
  • Debate/contested

Main Points Raised

  • One participant suggests replacing 's' with 'jω' in the transfer function to calculate frequency response at given frequencies.
  • Another participant clarifies that 'ω' should be replaced, not 'jω', leading to a complex number for which the magnitude must be computed.
  • A participant calculates the frequency response at 500 rad/s and expresses concern over the small effect of the imaginary component on the magnitude outcome.
  • Another participant agrees with the original approach but notes that the transfer function should be expressed as H(jω).
  • Discussion includes observations about the gain characteristics of the transfer function, mentioning high gain at zero frequency and a roll-off behavior.
  • One participant shares their converted dB values for the frequency response at specified frequencies and inquires about the necessity of using a logarithmic scale for the frequency axis in the plot.
  • Responses confirm that a log-log plot is standard for such frequency response graphs, explaining the rationale behind using logarithmic scales for both axes.
  • Participants discuss the layout of log paper and how to mark frequencies in a linear-linear graph if necessary.

Areas of Agreement / Disagreement

Participants generally agree on the approach to calculating the frequency response but exhibit some uncertainty regarding the details of plotting and the implications of the transfer function's characteristics. There is no consensus on the specific concerns raised about the calculations and plotting methods.

Contextual Notes

Some calculations and assumptions regarding the transfer function's behavior and the effects of the imaginary components remain unresolved. The discussion includes varying interpretations of how to represent the frequency response graphically.

Who May Find This Useful

Students preparing for exams in control systems or electrical engineering, individuals interested in transfer functions and frequency response analysis, and those seeking clarification on plotting techniques for complex functions.

Steve Collins
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I am going through a past paper for an upcoming exam and I want to check that I am approaching this question correctly.

H(s) = 1/(s2 + 8485.28s + 36x10-6)

Calculate and plot frequency response for 0 rad/s, 500 rad/s, 1000 rad/s and 10000 rad/s.

I am under the impression that the 's' term can be replaced with jω which gives:

H(s) = 1/(jω2 + 8485.28jω + 36x10-6)

where ω is the frequency.

I then replace jω with the the frequencies given above.

Is this correct?
 
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You replace ω, not jω. Then you get a complex number for which you have to compute its magnitude.
 
so for 500 rad/s,

H(s) = 1/(jω2 + 8485.28jω + 36x10-6)

= 1/(j5002 + 8485.28 x j500 + 36x10-6)

= 1/(j250000 + j4242640 + 36x10-6)

= 1/(36x10-6 + j4492640)

So,

r= 1/√[(36x10-6)2 + 44926402]

= 1/4492640

I've obviously done something wrong here as the imaginary number is so small that it is having no effect on the outcome of the magnitude.
 
If your original H(s) was correct thenn what you did is also correct (but H(s) should be H(jw) of course.

Looks like your transfer function has a high gain at zero frequency (dc) of nearly 30,000 but starts to "roll off" almost immediately (around 5e-9 rad/s if I computed correctly!) at a 20dB/decade rate. At ~8500 rad/s it picks up another 20 dB/decade. (Don't feel bad if you don't dig all this lingo, I'm mostly talking to myself here ...). :smile:



This looks very much like the gain of a typical operational amplifier BTW.
 
I'm not a million miles away from what you're saying. I'll continue looking at this tomorrow when I'll attempt the plot and probably have some more questions.

cheers for your help

steve
 
OK, and happy to explain anything you're curious about.
Cheers hence also!
 
I've converted my answers to dBs and got

0 rad/s... 88.874dB
500 rad/s... -133.05dB
1000 rads/s... -139.541dB
10000 rad/s... -165.337dB

Does the frequency along the x-axis have to be logarithmic? If so is there a set standard for spacing?
 
Steve Collins said:
Does the frequency along the x-axis have to be logarithmic? If so is there a set standard for spacing?

Yes, the standard way is a log-log plot, i.e. dB on the y-axis and log10(frequency) on the x axis. The resulting plot consists of straight sections called asymptotes.

The reason is that that way the asymptotes are straight lines. Take H(s) = 1/(Ts+1); the gain plot is a straight line until you get to radian frequency 1/T, then the gain is another straight line but angling downward with slope = 20dB/10:1 change in frequency. The actual gain follows this approximately, with the max. gain error at ω = 1/T. At that point the actual gain is 3dB less than the dc gain. At dc it's 100% accurate and very closely so at high frequencies like ω = 100/T. You should be exposed to how the asymptotes approximate the actual gain in the course of your studies. It gets trickier if you have complex-conjugate poles in your H(s).

Not sure what you mean by "spacing". The x-axis has frequency in either Hz or rad/s on log-log paper. Every major division is 10:1 change, e.g. 10Hz, 100Hz, 1000Hz, etc. On the y-axis every major division is another 20 dB.
 
rude man said:
Not sure what you mean by "spacing". The x-axis has frequency in either Hz or rad/s on log-log paper. Every major division is 10:1 change, e.g. 10Hz, 100Hz, 1000Hz, etc. On the y-axis every major division is another 20 dB.

I was wondering how to draw a graph with log scale, but looking at the front sheet of the past paper I am working through I see that log paper was provided, obviously!
 
  • #10
Steve Collins said:
I was wondering how to draw a graph with log scale, but looking at the front sheet of the past paper I am working through I see that log paper was provided, obviously!

OK, I see what you meant. No one has ever asked me to draw my own log paper either!

But if someone does give you linear-linear, just mark the x-axis in powers of 10: 100Hz, 101Hz, 102Hz etc. Half-way between 10 and 100 for example would be √(10*100) = 31.6 Hz etc.

And BTW I think I told you wrong: when you mark off dB on the y axis, that scale is linear in dB. It's the dB themselves that make it effectively logarithmic. So your graph paper should be linear on the y-axis and logarithmic on the x.
 

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