What is the relationship between poles and the form of system response?

In summary, the use of poles allows us to determine the form of the system response in cases where we have a transfer function and a step function input. By knowing the poles, we can determine the terms that will appear in the homogeneous part of the system response. This is similar to how we use roots to determine the solution to a differential equation.
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Homework Statement


I am trying to understand what is meant by "poles can be used to obtain the form of the system response''

This is an example for a transfer function (s+2)/(s+5) and a step function input
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Homework Equations

The Attempt at a Solution


For example, the input pole of s=0 generates the form of the forced response.
I don't understand what s=0 has to do with the output transform (2/5)/s and the time response of 2/5
 
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Recall when you solved differential equations like ##y'' + 5y' + 6 = 0##. By substituting a solution of the form ##y=e^{rt}##, you obtained the characteristic equation ##r^2 + 5r + 6 = 0##. After you obtain the roots, you could write down that the solution to the differential equation was ##c_1 e^{-2t} + c_2 e^{-3t}##.

The transfer function is the impulse response of the system. That is, it's the solution to ##y'' + 5y' + 6 = \delta(t)##. If you take the Laplace transform of both sides, you end up with ##(s^2+5s+6)Y(s) = 1##. Solving for Y(s), you get
$$Y(s) = \frac{1}{s^2+5s+6}.$$ Note that the denominator is identical to the characteristic polynomial, so if you know poles of the transfer function, which are the roots of the characteristic polynomial, you know what terms are going to show up in the homogeneous part of the system response.
 
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Related to What is the relationship between poles and the form of system response?

What are poles and zeroes of a system?

Poles and zeroes are the key characteristics of a system's transfer function that describe its behavior and stability. Poles are the values of the input that cause the output to become infinite, while zeroes are the values of the input that cause the output to become zero.

How do poles and zeroes affect the behavior of a system?

The location of poles and zeroes in a system's transfer function can determine its stability and response to input signals. Poles can cause instability and oscillations, while zeroes can improve the system's response time and reduce overshoot.

How can the poles and zeroes of a system be determined?

The poles and zeroes of a system can be determined by analyzing its transfer function, which is a mathematical representation of the relationship between its input and output. The transfer function can be found by taking the Laplace transform of the system's differential equations.

What is the significance of the number of poles and zeroes in a system?

The number of poles and zeroes in a system can provide important information about its complexity and behavior. A system with a large number of poles and zeroes may be more difficult to control and may exhibit more complex behavior compared to a system with fewer poles and zeroes.

How can poles and zeroes be manipulated to improve the performance of a system?

By carefully selecting the location of poles and zeroes, the performance of a system can be improved. This process, known as pole-zero cancellation, involves adding or removing poles and zeroes to adjust the system's response to achieve desired behavior and stability.

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