Math Problem Statement
show how to do on matlab Consider the system shown in Fig. 1, where G(s) = 50(s + 3) s(s + 2)(s + 5) . (a) (20pts) Use Bode plot to design a lead compensator C(s) with unity DC gain so that the phase margin of the closed-loop system is no less than 40◦. (b) (5pts) Use MATLAB to verify the resulting phase margin. (c) (5pts) What is the bandwidth of the resulting closed-loop system?
Solution
Here’s how to approach the problem using MATLAB step by step:
(a) Design a Lead Compensator:
Steps:
- Define the transfer function in MATLAB.
- Use the
bode
function to analyze the phase margin of . - Design a lead compensator to improve the phase margin to at least 40° while maintaining unity DC gain.
- Tune the parameters of the lead compensator to achieve the desired phase margin.
matlab% Define the transfer function G(s) num = 50 * [1 3]; % Numerator: 50(s + 3) den = conv([1 0], conv([1 2], [1 5])); % Denominator: s(s + 2)(s + 5) G = tf(num, den); % Plot the Bode plot for G(s) figure; bode(G); grid on; title('Bode Plot of G(s)'); % Design a lead compensator C(s) % Assume the compensator form: C(s) = K * (s + z) / (s + p) K = 1; % Unity DC gain z = 10; % Zero location (adjustable) p = 20; % Pole location (adjustable) C = K * tf([1 z], [1 p]); % Check the Bode plot with compensator Gc = series(C, G); figure; bode(Gc); grid on; title('Bode Plot of Compensated System');
(b) Verify Phase Margin:
Steps:
- Use the
margin
function to verify the phase margin. - Check if the phase margin is at least 40°.
matlab% Verify phase margin [Gm, Pm, Wcg, Wcp] = margin(Gc); fprintf('Phase Margin: %.2f degrees\n', Pm); fprintf('Gain Margin: %.2f dB\n', 20*log10(Gm)); fprintf('Gain Crossover Frequency: %.2f rad/s\n', Wcg); fprintf('Phase Crossover Frequency: %.2f rad/s\n', Wcp);
(c) Find the Bandwidth of the Closed-Loop System:
Steps:
- Create the closed-loop transfer function.
- Use the
bandwidth
function to calculate the system bandwidth.
matlab% Define the closed-loop transfer function T = feedback(Gc, 1); % Unity feedback system % Calculate the bandwidth BW = bandwidth(T); fprintf('Closed-Loop System Bandwidth: %.2f rad/s\n', BW); % Plot the Bode plot of the closed-loop system figure; bode(T); grid on; title('Bode Plot of Closed-Loop System');
Key Explanations:
- Lead Compensator Design: The lead compensator adds phase to improve the phase margin by introducing a zero-pole pair. The zero and pole are tuned iteratively.
- Phase Margin Verification: The
margin
function provides the gain and phase margins directly. - Bandwidth: The
bandwidth
function measures the frequency range where the system remains effective.
Expected Outputs:
- Bode plot of the uncompensated system.
- Bode plot of the compensated system with .
- Phase margin after adding the compensator (ensure ).
- Bandwidth of the closed-loop system.
Would you like further details on tuning the compensator or MATLAB code clarification?
Related Questions:
- How does the lead compensator affect the phase margin?
- What is the significance of the zero and pole locations in ?
- How can MATLAB's
sisotool
simplify the compensator design? - What happens if the phase margin is less than 40°?
- How does the closed-loop bandwidth affect system performance?
Tip:
Use margin
and bandwidth
functions iteratively to fine-tune your compensator parameters for optimal results.
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Math Problem Analysis
Mathematical Concepts
Control Systems
Bode Plot Analysis
Lead Compensator Design
Formulas
Transfer Function: G(s) = 50(s + 3) / [s(s + 2)(s + 5)]
Lead Compensator: C(s) = K * (s + z) / (s + p)
Phase Margin Calculation via Bode Plot
Bandwidth Calculation using MATLAB
Theorems
Stability Criteria in Control Systems
Phase Margin and Stability
Suitable Grade Level
Undergraduate - Control Systems Course
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