Understanding poles and zeros of transfer functions

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SUMMARY

This discussion focuses on the concepts of poles and zeros in transfer functions, particularly in the context of passive filter design. A pole represents a singularity in the transfer function where the denominator equals zero, leading to theoretically infinite output for corresponding input frequencies. Conversely, a zero results in zero output for specific input frequencies. The conversation highlights the importance of understanding these concepts qualitatively, especially in relation to real-world circuit behavior and the implications of Laplace transforms on filter design.

PREREQUISITES
  • Understanding of transfer functions in control systems
  • Familiarity with passive filter design principles
  • Basic knowledge of Laplace transforms
  • Experience with frequency response analysis
NEXT STEPS
  • Study the implications of poles and zeros on filter stability and performance
  • Explore Laplace transforms and their application in circuit analysis
  • Learn about resonance in passive filters and its practical effects
  • Investigate frequency response plots and their interpretation in circuit design
USEFUL FOR

Electrical engineers, control system designers, and students studying filter design and transfer function analysis will benefit from this discussion.

bitrex
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Hello again, as I was reading today still trying to grok passive filter design, I realized that I do not entirely grasp the concept of "poles" and "zeros" from in a qualitative way. I understand, for example, that a pole is a kind of singularity where the denominator of the complex-number transfer function is zero, but I'm having trouble relating the mathematics to the real world behavior of the filter. Let's say that the frequency being input into the filter is exactly the same as one of the pole frequencies and the denominator goes to zero and the transfer function goes to infinity - how can that be physical? Is it because the singularity is in the complex plane and doesn't have any physical significance? I can now derive transfer functions and plot frequency responses of some circuits using the mathematical tools I have practiced, but I feel it is important to get an intuitive sense of what is happening concurrently in the circuit and this is proving difficult. I haven't studied much about Laplace transforms yet - perhaps this is a stumbling block.
 
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At a high level, a transfer function is just a way of describing what sort of output you get for a particular type of input.

So, for a sinusoidal input which has a frequency that just happens to correspond to a zero of your system, you'd have zero output (Why? Because your transfer function is zero!)

For a sinusoidal input which has a frequency that just happens to correspond to a pole of your system, you'd theoretically have infinite output. However, real components being real, you'd drive your system to some sort of maximal (but non-infinite) response (a.k.a. resonance).
 

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