Automation & Control: Stability of Linear Systems

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Questions and Answers

What is the characteristic equation of the unity negative feedback control system represented by the open-loop transfer function K(s + 2) / ((s + 1)(s + 4))?

  • (s + 2) = -K(s + 1)(s + 4)
  • 1 + K(s + 2) / ((s + 1)(s + 4)) = 0
  • K(s + 1)(s + 4) + (s + 2) = 0
  • K(s + 2) + (s + 1)(s + 4) = 0 (correct)

What indicates that the system has infinite gain margin based on the root locus?

  • When the root locus does not cross the jω axis. (correct)
  • When the system has a stable feedback controller.
  • When the gain factor K is set to zero.
  • When the root locus crosses the jω axis.

In which plane can the closed loop poles of the system exist?

  • Only in the first quadrant.
  • Anywhere on the complex plane. (correct)
  • Only in the imaginary axis.
  • Only on the real axis.

What does the term 'gain margin' represent in the context of root locus?

<p>The factor by which the gain factor K can be increased before instability occurs. (B)</p> Signup and view all the answers

For a gain factor K = 2, how can the closed-loop poles be determined?

<p>By substituting K = 2 in the characteristic equation. (C)</p> Signup and view all the answers

What happens to the closed-loop pole locations as the gain k is varied?

<p>They move continuously on the s-plane as k changes. (C)</p> Signup and view all the answers

What is the effect on system response when the poles become complex?

<p>The transient response becomes underdamped. (D)</p> Signup and view all the answers

What is the significance of the break point in a root locus plot?

<p>It's where poles become complex. (B)</p> Signup and view all the answers

How does increasing gain k affect the percentage overshoot?

<p>It increases the percentage overshoot. (A)</p> Signup and view all the answers

What remains unchanged with increasing gain during the transient response?

<p>The real part of the complex poles. (D)</p> Signup and view all the answers

What effect does the real part of complex poles have on settling time?

<p>It does not affect the settling time. (D)</p> Signup and view all the answers

What is the resulting expression after simplifying the closed-loop transfer function?

<p>$\frac{k}{(s + 4)(s + 20) + k}$ (A)</p> Signup and view all the answers

What is the effect of the system response when the gain is set to k = 20?

<p>The poles will change location leading to different transient responses. (A)</p> Signup and view all the answers

What represents the zeros of a linear system's transfer function?

<p>The roots of the numerator (D)</p> Signup and view all the answers

Which MATLAB command is used to find the roots of a polynomial?

<p>roots(P) (D)</p> Signup and view all the answers

How are poles represented in a pzmap generated by MATLAB?

<p>As crosses (B)</p> Signup and view all the answers

What characterizes a stable linear time-invariant control system?

<p>The output eventually returns to its equilibrium state (D)</p> Signup and view all the answers

What does a marginally stable linear system mean?

<p>The output continues oscillating forever without settling (A)</p> Signup and view all the answers

In the context of stability, what does it mean if a system is unstable?

<p>The output diverges without bounds from its equilibrium state (C)</p> Signup and view all the answers

In the given first-order differential equation context, which component is a constant factor?

<p>'a' (C)</p> Signup and view all the answers

What is the time response y(t) of a system when a Laplace transform is applied with impulse input?

<p>y(t) = e^{-at} (A)</p> Signup and view all the answers

What is the condition for a system to be classified as stable?

<p>All closed-loop poles are in the left half of the s-plane. (C)</p> Signup and view all the answers

What occurs when at least one coefficient of the characteristic equation is negative?

<p>The system is unstable. (D)</p> Signup and view all the answers

In the given example, which characteristic equation represents a stable system?

<p>q(s) = s^3 + 3s^2 + 2s + 3 (C)</p> Signup and view all the answers

What is the role of a compensator in a control system?

<p>To modify the output signal based on an input error signal. (D)</p> Signup and view all the answers

If a system has all coefficients of the characteristic equation positive, what can be said about the system?

<p>The stability of the system cannot be determined. (D)</p> Signup and view all the answers

Which of the following statements about the closed-loop transfer function is true?

<p>It is represented as kG / (1 + kGH). (A)</p> Signup and view all the answers

What type of stability is indicated by y(∞) = 1 in a control system?

<p>Neutral (marginally stable) (C)</p> Signup and view all the answers

For which case is y(∞) equal to ∞ and what does it indicate?

<p>a &lt; 0; indicates instability. (B)</p> Signup and view all the answers

Flashcards

Zeros in a Transfer Function

The roots of the numerator of a transfer function, representing the values of 's' that make the numerator of the transfer function equal to zero.

Poles in a Transfer Function

The roots of the denominator of a transfer function, representing the values of 's' that make the denominator of the transfer function equal to zero.

Pole-Zero Plot

A visual representation of the poles and zeros of a transfer function in the complex 's' plane. Poles are typically marked as crosses and zeros as circles.

System Stability

A system's ability to return to a stable equilibrium point after being disturbed. A stable system eventually settles down after an initial disturbance.

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Marginally Stable System

A system that, after an initial disturbance, exhibits oscillations that continue indefinitely without decaying.

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Unstable System

A system that, after an initial disturbance, diverges from its equilibrium point and continues to grow without bound.

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Laplace Transform

A mathematical tool used to analyze and design control systems. It converts time-domain signals into frequency-domain representations. Allows us to analyze system stability and frequency response.

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Finding Roots of a Polynomial

The process of finding the roots of a polynomial, often used to determine the poles and zeros of a transfer function.

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System Stability & s-plane

A system's stability is determined by the location of its closed-loop poles on the s-plane. If all poles are in the left half of the s-plane, the system is stable.

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Characteristic Equation & Stability

The characteristic equation of a closed-loop system is used to determine the system's stability. The roots of this equation correspond to the poles of the system.

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Root Locus

The Root Locus is a graphical tool that visualizes the movement of a system's poles as the gain (k) of a compensator changes.

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What is a compensator?

A compensator is a device that is added to a feedback control system to modify its performance and achieve desired characteristics.

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Closed-Loop Transfer Function

The closed-loop transfer function represents the overall behavior of a feedback control system, taking into account the effects of the plant, feedback, and compensator.

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Stability Criteria

A system is considered stable if all the coefficients of its characteristic equation are positive. However, even if all coefficients are positive, it doesn't guarantee stability. The roots of the characteristic equation must all be in the left half of the s-plane for the system to be stable.

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Stable System Behavior

A stable system will return to its equilibrium state after a disturbance.

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Unstable System Behavior

An unstable system's output will diverge and increase indefinitely after a disturbance.

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Break Point

The point on the real axis of the root locus where the closed-loop poles transition from real to complex values. This is often the point where the system becomes underdamped.

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System Response

The responsiveness of a system to an input. It is often measured by the time it takes for a system to reach a steady state after a disturbance.

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Damping

A measure of damping in a system. It determines how quickly oscillations decay after an input.

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Settling Time

The time it takes for a system's response to settle to within a certain percentage of its final value.

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Peak Time

The time it takes for a system to reach its first peak after an input.

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Percent Overshoot

The percentage overshoot is the difference between the peak value and the steady state value, expressed as a percentage of the steady state value.

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Damped Frequency

The frequency of oscillations in an underdamped system. It is important to note that this not the natural frequency of the system.

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Root Locus: Pole Condition

The condition where the denominator of the closed-loop transfer function becomes zero, indicating the location of a closed-loop pole.

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Gain Factor 'k' in Root Locus

The gain factor that is multiplied by the open-loop transfer function, 'k', affecting the location of the closed-loop poles on the root locus.

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Gain Margin

The factor by which the gain factor 'k' can be multiplied before the closed-loop system becomes unstable. It is found from the root locus where it crosses the imaginary axis (jω axis).

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Plotting the Root Locus

The process of plotting the root locus, where the gain factor 'k' is varied and the closed-loop poles are plotted on the complex plane, helping analyze system stability.

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Study Notes

Automation & Control - Stability of Linear Feedback Systems

  • Stability Concept: Fundamental to control systems. An unstable closed-loop system is impractical. Many systems (like aircraft) are inherently open-loop unstable. Control design requires predicting system behavior from component knowledge.
  • Stability Criteria: A stable system returns to equilibrium after an initial condition. Marginally stable systems oscillate indefinitely. Unstable systems diverge from equilibrium.

Automation & Control - Mathematical Description

  • First-Order Differential Equation: dy(t)/dt + ay(t) = r(t)
  • Initial Condition: y(0) = 0; a is a constant.
  • Impulse Input (Laplace Transform): Y(s) = 1/(s + a)
  • Time Response: y(t) = e-at
  • Stability Cases:
    • a > 0: Stable
    • a = 0: Neutral (marginally stable)
    • a < 0: Unstable

Automation & Control - Graphical Representation

  • S-Plane: Systems are stable if all closed-loop poles have negative real parts (lie in the left-half of the s-plane).
  • Real and Imaginary Representation: Poles and zeros are plotted on the s-plane's real and imaginary axes (in complex number form: σ + jω).

Automation & Control - Root Locus Plotting

  • System Closed-Loop Transfer Function: T(s)= [kG]/(1 + kGH)
  • Characteristic Equation: 1 + kGH = 0
  • Coefficient Condition for Stability: A stable system has positive coefficients for the closed-loop characteristic equation's terms.
  • Root Locus Plots: Show closed-loop pole location changes as gain 'k' varies. Used to assess system stability and performance as gain changes. Poles on the imaginary axis (jω axis) indicate instability. Gain factors lead to adjustments of root position.

Automation & Control - Gain Margin

  • Definition: Gain margin is the factor by which the gain can increase before instability.
  • Root Locus Determination: Gain margin is found where the root locus crosses the imaginary axis (jω axis) of the s-plane—the value(k) of gain at the crossover point is the "value of K at crossover." Then gain margin = [desirable K value)/ (calculated K value)
  • Infinite Gain Margin: No crossing of imaginary axis implies infinite gain margin.

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