guide to creating a Bode plot in MATLAB,

 

Here’s a step-by-step guide to creating a Bode plot in MATLAB, including code and explanations:


Step 1: Define the Transfer Function

Assume a transfer function (e.g., a second-order system):

H(s)=1s2+0.2s+1


Step 2: MATLAB Code

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% Define the transfer function
numerator = 1;                   % Numerator coefficients (e.g., 1)
denominator = [1, 0.2, 1];       % Denominator coefficients (s^2 + 0.2s + 1)

% Create the transfer function model
sys = tf(numerator, denominator);

% Plot the Bode plot with customization
bode(sys);
grid on;                         % Add grid
title('Bode Plot of H(s) = 1/(s^2 + 0.2s + 1)');
xlabel('Frequency (rad/s)');     % Optional: Label axes

Step 3: Customize the Plot

Add Frequency Range (Optional):

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w = logspace(-1, 2, 1000);       % Frequency range: 10^-1 to 10^2 rad/s
bode(sys, w);                    % Plot with specified frequency range

Plot Magnitude and Phase Separately (Optional):

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[mag, phase, w] = bode(sys);     % Extract magnitude, phase, and frequency
mag_db = 20*log10(squeeze(mag)); % Convert magnitude to dB
phase_deg = squeeze(phase);      % Phase in degrees

% Plot manually
subplot(2,1,1);
semilogx(w, mag_db);
grid on;
title('Magnitude Plot');
ylabel('Magnitude (dB)');

subplot(2,1,2);
semilogx(w, phase_deg);
grid on;
title('Phase Plot');
ylabel('Phase (degrees)');
xlabel('Frequency (rad/s)');

Key Functions Used

  1. tf(numerator, denominator): Creates a transfer function model.
  2. bode(sys): Automatically plots magnitude (dB) and phase (degrees) vs. frequency.
  3. logspace: Generates logarithmically spaced frequency values.

Output

  • The code will generate a Bode plot with two subplots:
    • Magnitude (dB) vs. frequency (log scale).
    • Phase (degrees) vs. frequency (log scale).

Example Output

Bode Plot Example

(Note: This is a generic example image; your plot will reflect your specific transfer function.)


Modify for Your System

  • Change the numerator and denominator coefficients to match your system.
  • Adjust the frequency range (w) if needed.

Let me know if you need help with a specific transfer function!