How do I plot the control signal "u" ?

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Muhammad Azeem
Muhammad Azeem on 27 Jul 2020
Edited: Sam Chak on 31 Jul 2020
Given a 2nd-order system:
x'' = u; subject to x(0)=1; x'(0)=0;
where "u" is a piecewise function given by
if |x| < 0.2, then u= - 0.5x' - x
if |x| > 0.2, then u= - 2.0x' - x
related matlab algorithm is
% calling ode45
t0 = 0 ;
tf = 20 ;
tspan = [t0 tf];
x0 = [1 0];
[t,x] = ode45(@(t,x) ode(t,x), tspan, x0);
plot(t, x(:,1), t, x(:,2))
% function file
function dx = ode(t,x)
dx = zeros(2,1);
dx(1) = x(2);
if abs(x(1)) < 0.2
u = - 0.5*x(2) - x(1);
u = - 2.0*x(2) - x(1);
dx(2) = u;
I want to plot “u“ the control signal, but I'm unable to plot this control signal "u". Anyone can help me please if you can. I already attach matlab code (Question.m) for better understanding.
Thank you.

Answers (1)

Sam Chak
Sam Chak on 31 Jul 2020
Edited: Sam Chak on 31 Jul 2020
One workaround to plot the piecewise control signal u is to introduce an additional state into the system, where is the actuator. Technically, the piecewise control signal can be approximated by the actuator, which can be modeled as a 1st-order system.
where τ determines how fast you want the actuator to approximate the control signal u in seconds. So, if you want to catch up with u in 0.01 sec, then you would want to select . Here are the changes that you need to apply to the codes:
x0 = [1; 0; 0];
dx = zeros(3, 1);
dx(2) = x(3);
dx(3) = (-x(3) + u)/tau;

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