This example shows how to use Simulink® Design Optimization™ to tune the gains of the PID controller (Kp, Ki, and Kd) and optimize the step response of the plant. To view the results, use the following steps.
pidtune_demo model using the command below and run the simulation. The simulation produces an unoptimized step response and the initial data for optimization.
Scope block to view the unoptimized step response.
Output Constraint block to view constraints on the plant response, including rise time, settling time and maximum overshoot.
Actuator Constraint block to view constraints on the actuator signal of the controller.
You can launch the Response Optimization Tool using the Apps menu in the Simulink toolstrip, or the
sdotool command in MATLAB. You can launch a pre-configured optimization task in the Response Optimization Tool by first opening the model and by double-clicking on the orange block at the bottom of the model. From the Response Optimization Tool, press the Plot Model Response button to simulate the model and show how well the initial design satisfies the design requirements.
We start the optimization by pressing the Optimize button from the Response Optimization Tool. The plots are updated to indicate that the design requirements are now satisfied.
% Close the model bdclose('pidtune_demo')