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Control systems are used to control the behavior of any dynamic system. It provides accurate information about the dynamic system so that it can work well. One of the important aspects of the control system is STABILITY. The stability of the system is important in order to get the desired output from the system. In this article, we will deal with how control system analysis helps in providing stability to the system. We will also study types of stability, applications, and many more. Table of Content What is Stability?The stability of the system means when a controlled input is provided to any dynamic system, it must result in providing the controlled output. In other words, the system must be BIBO stable i.e., bounded input bounded output system. If the system is not in our control i.e., uncontrolled output is obtained on providing the bounded input then the system is said to be unstable. ![]() Unit Step Signal (Bounded Signal)
![]() Ramp Function (Unbounded-Signal)
Types of StabilityThere are 3 types of stability which are as follows:
Steady State StabilitySteady-state stability means when a system is subjected to constant input for a long duration of time and the system results in a stable output, it is known as steady-state stability. When a dynamic system provides a stable output during any disturbance in the input, it is said to be a stable system. Transient StabilityWhen a system changes its state, it is known as a transition. During the transition period, whether the system is stable or not when subjected to some disturbance is determined by the transient stability. BIBO StabilityBounded input and bounded output stability show a system is stable when the system returns the bounded output when the bounded input is given. When the output is controllable, the system is stable else it is unstable. Types of System Based on StabilityThere are 3 types of system based on stability:
Completely Stable SystemAs the name suggests, a completely stable system provides a stable output for all ranges of values. One way to identify a completely stable system is to check the poles of the transfer function. If the poles of the open and closed loop system lie in the left half of the s-plane, then the system is completely stable. The graph given below shows the completely stable system. ![]() Completely Stable System Marginally Stable SystemA marginally stable system is a system that is stable for the current or present value. Any disturbance in the input can make the output of the system unstable. The marginally stable system can be identified when the poles of the open loop and closed loop system lie on the imaginary axis of the s-plane. The graph given below is the example of marginally stable system. ![]() Marginally Stable System Conditionally Stable SystemWhen a system is stable for certain values, then it is known as a conditionally stable system. The system can become unstable during the transient response. In simple terms, a conditionally stable system is stable only when the loop gain of a system is in a particular range. The image given below shows a conditionally stable system. ![]() Conditionally Stable System Unstable SystemA system is said to be unstable when it produces uncontrolled output. The unstable system can be identified when the open and closed loop poles are on the right half of the s-plane. The given graph shows the unstable system. ![]() Unstable System Methods to Analyze the StabilityThe stability analysis in the control system is done using various methods. Some of the important methods are listed below:
Routh-Hurwitz Stability CriterionIt is a mathematical method that is used to determine the stability of the LTI system. It provides information about the roots in the right half of the s-plane by analyzing the coefficients of the characteristic equation of the system. According to the Routh Hurwitz Criteria, the polynomial must satisfy the following 3 conditions:
If the above conditions are satisfied then the system is stable otherwise it is unstable. Example: Examine the stability of given equation using Routh’s method [Tex]s^{3}+4s^{2}+s+16=0 [/Tex] Solution: Creating the Routh’s Array:
There are 2 sign change when we do the transition from 4 to -3 and then -3 to 16. As there are 2 sign change, the system is unstable. Nyquist Stability CriterionA Nyquist plot is a graphical representation used in control engineering. It is used to analyze the stability and frequency response of a system. This criterion works on the principle of argument. According to the Nyquist Stability Criterion, the number of encirclements of the point (-1, 0) is equal to the P-Z times of the closed loop transfer function. If the number of encirclements is in the anticlockwise direction then the system is stable. The equation for stability analysis is given below:
Example: Given below is the Nyquist Plot in terms of ‘k’. Find the condition of ‘k’ for which the system is stable. ![]() Nyquist Plot Solution Case 1: If k< 240 The point -1+j0 is not encircled. This means that there are no poles on the right half of the plane. This means the system is stable for k less than 240. Case 2: k>240 The point -1+j0 is encircled two times in the clockwise direction. This means that Z>P and hence the system is unstable. Stability condition: 0 < K < 240 Root Locus MethodRoot Locus Method plots the graph for the pole’s movement. This helps in easy analysis of the dynamic system as it tells how the poles of the system move with the change in the input values. This helps in the identification at which point the system is stable or unstable.
Example: Given below is the root locus plot for [Tex]\frac{k}{(s+1)(s+2)(s+3)} [/Tex]. Comment on the stability of the system. ![]() Root Locus Plot Solution: From the graph, it is clear that for the low values of the gain ‘k’, the system is stable as the root locus plot is on the left-hand side of the plane. But when we go for a higher value of gain ‘k’, the plot moves towards the right-hand side of the plane and hence it becomes unstable.
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Control Systems |
Type: | Geek |
Category: | Coding |
Sub Category: | Tutorial |
Uploaded by: | Admin |
Views: | 17 |