Be the first to rate this file! 33 Downloads (last 30 days) File Size: 42.6 KB File ID: #36675
image thumbnail

optimization of DC motor speed controller through ICA

by

 

optimization of PI controler of DCmotor speed control by Imperialist competitive algorithm

| Watch this File

File Information
Description

 there are two model files. one is for optimization and other is for final use after optimization. you have to run the 'Main_ImperialistCompetitveAlgorithm.m file for optimization. you also can change the range of the optimization of the parameters by changing [varmin] and [varmax] matrix in the 'Main_ImperialistCompetitveAlgorithm.m' file.
After you got the optimized value of PI parameters just put these in the 'dc_motor_speed_controller_final' model and see the speed response of the motor.There is a signal builder used as the reference speed time graph of the motor,three signals are there.the second signal is used for optimization purpose.if you want to change the reference signal for optimization then you have to change the costfunction also. the [n] matrix and [input] matrix have to be changed and also index will be changed.see the costfunction for details.the cost function is made of assemble of the total integral error,settling time,rise time,overshoot.priority are given to these parameters.like-rise time and settling time are considered as of higher priority. you can change the costfunction if needed.

Required Products SimPowerSystems
Simulink
MATLAB
MATLAB release MATLAB 7 (R14)
Tags for This File   Please login to tag files.
Please login to add a comment or rating.

Contact us