Poles and Zeros
In general the transfer function of a process is the ratio of two polynomials
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:
Qualitative analysis of process response
Suppose the transfer function of a process is factorized in the following manner
101
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, 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
he time domain solution of the model equation (eq.111) is given as follows:
112
As P5 = 0, the final term will be a constant term C5. Let us assume the complex conjugate poles are expressed as . Then,
113
Hence, the revised form of eq. 112 would be
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 or the real part of complex pole is negative then at 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 the corresponding time function will exponentially lead to ∞ as , 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.
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
1. What are poles and zeros in the context of control systems? |
2. How do poles and zeros affect the stability of a control system? |
3. Can the number of poles and zeros be different in a control system? |
4. How can poles and zeros be determined from a transfer function? |
5. What is the significance of the location of poles and zeros in control system design? |
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