Poles and Zeros - Electrical Engineering (EE) PDF Download

 Poles and Zeros
In general the transfer function of a process is the ratio of two polynomials
Poles and Zeros - Electrical Engineering (EE)                110

The roots of the denominator polynomial, P(s), are called poles and roots of the numerator polynomial, Z(s), are called zeros . For an example, poles and zeros of a few processes are given below:
Poles and Zeros - Electrical Engineering (EE)

Qualitative analysis of process response
Suppose the transfer function of a process is factorized in the following manner
Poles and Zeros - Electrical Engineering (EE)             101

Poles and Zeros - Electrical Engineering (EE)

Where Pi are the roots (or poles) of the process. P1,P2 are real and distinct poles, P3 is a real and multiple pole which is repeated m times,  Poles and Zeros - Electrical Engineering (EE)  are the pair of complex conjugate poles, P5 is a pole which is located at the origin and hence its numerical value is zero. Fig III.9 shows the location of these poles in a complex plane

Poles and Zeros - Electrical Engineering (EE)

he time domain solution of the model equation (eq.111) is given as follows:

Poles and Zeros - Electrical Engineering (EE)     112

As P5 = 0, the final term will be a constant term C5. Let us assume the complex conjugate poles are expressed as  Poles and Zeros - Electrical Engineering (EE) . Then,

Poles and Zeros - Electrical Engineering (EE)                       113

Poles and Zeros - Electrical Engineering (EE)
Hence, the revised form of eq. 112 would be   
Poles and Zeros - Electrical Engineering (EE)         114

By analyzing the above equation, we find three types of time functions parts, viz . polynomial, exponential and sinusoidal. The exponential term is most important among the three. This term remains as a coefficient term with all other functional parts. If the pole of the system is negative  Poles and Zeros - Electrical Engineering (EE)  or the real part of complex pole is negative  Poles and Zeros - Electrical Engineering (EE)  then at  Poles and Zeros - Electrical Engineering (EE)  these exponential time functions would vanish to zero. The term containing sinusoidal term will have an amplitude that will decrease with time before vanishing to zero. This is a perfect condition of stability for the system. However, if one of them is positive  Poles and Zeros - Electrical Engineering (EE)  the corresponding time function will exponentially lead to ∞ as  Poles and Zeros - Electrical Engineering (EE) , the sinusoidal term would possess an ever increasing amplitude which eventually lead to instability of the system. If a = 0, the sinusoidal term would possess a constant amplitude throughout, which eventually lead to sustained oscillatory behavior.

Poles and Zeros - Electrical Engineering (EE)

Poles and Zeros - Electrical Engineering (EE)

Poles and Zeros - Electrical Engineering (EE)

The Figure III.10 shows plots that indicate the stability conditions for various poles. Hence, a dynamic system, having all its poles at the left hand side of the imaginary axis of the complex plane, is a stable system. If the transfer function of the dynamic system has even one pole that has positive real part, the system is unstable

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FAQs on Poles and Zeros - Electrical Engineering (EE)

1. What are poles and zeros in the context of control systems?
Ans. In control systems, poles and zeros are the key elements of the transfer function. Poles represent the values of the complex variable where the transfer function becomes infinite, while zeros represent the values where the transfer function becomes zero. These concepts are crucial in understanding the stability and behavior of control systems.
2. How do poles and zeros affect the stability of a control system?
Ans. The location of poles in the complex plane determines the stability of a control system. If all the poles have negative real parts, the system is stable. However, if there are poles with positive real parts or poles on the imaginary axis, the system becomes unstable. Zeros, on the other hand, do not directly affect stability but can influence the transient response and system behavior.
3. Can the number of poles and zeros be different in a control system?
Ans. Yes, the number of poles and zeros can be different in a control system. In fact, it is quite common to have more poles than zeros. This disparity is often seen in systems where the output needs to converge to a desired value. The extra poles help to stabilize the system and ensure a proper response.
4. How can poles and zeros be determined from a transfer function?
Ans. To determine the poles and zeros from a transfer function, we need to factorize the numerator and denominator polynomials. The roots of the denominator polynomial represent the poles, while the roots of the numerator polynomial represent the zeros. This factorization allows us to analyze and understand the behavior of the control system.
5. What is the significance of the location of poles and zeros in control system design?
Ans. The location of poles and zeros plays a crucial role in control system design. By strategically placing poles and zeros, engineers can achieve desired responses such as fast settling time, reduced overshoot, or improved stability. For example, placing poles closer to the origin can make the system respond faster, while placing zeros can cancel out unwanted effects or enhance specific frequencies.
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