Title :
Optimal four quadrant speed control of switched reluctance motor with torque ripple reduction based on EM-MOPSO
Author :
Mansouri Borujeni, Mojtaba ; Rashidi, Amir ; Saghaeian Nejad, Sayed Morteza
Author_Institution :
Dept. of Electr. & Comput. Eng., Isfahan Univ. of Technol., Isfahan, Iran
Abstract :
In this paper, an optimal basic speed controller for switched reluctance motor (SRM) based on Elitist-Mutated Multi-Objective Particle Swarm Optimization (EM-MOPSO) with good accuracies, and performances is presented. The control mechanism is composed of a Proportion-Integration (PI) speed controller and a hysteresis current controller. Because of nonlinear characteristics of a SRM, EM-MOPSO is used to tune coefficients of PI speed controller, turn on and turn off angles along with maximum value of the phase current by applying a multi-objective function, including both Integrals Squared Error (ISE) of speed and torque ripple. This EM-MOPSO based controller simulated in SIMULINK/MATLAB software for a four phases, 4-kw SRM. The performances of the EM-MOPSO and PSO algorithm in tuning the controller parameters are compared with each other. Simulation results show that the EM-MOPSO based controller can better improve SRM performance such as torque ripple, dynamic response and copper losses.
Keywords :
PI control; copper; dynamic response; electric current control; hysteresis; machine control; optimal control; particle swarm optimisation; reluctance motors; velocity control; EM-MOPSO algorithm; EM-MOPSO based controller; ISE; PI speed controller; SIMULINK-MATLAB software; SRM; control mechanism; copper losses; dynamic response; elitist-mutated multiobjective particle swarm optimization; hysteresis current controller; integrals squared error; optimal basic speed controller; optimal four quadrant speed control; phase current; proportion-integration speed controller; switched reluctance motor; torque ripple reduction; Generators; Optimization; Reluctance motors; Switches; Three-dimensional displays; Torque; EM-MOPSO; PSO; Switched Reluctance Motor; speed control; torque ripple;
Conference_Titel :
Power Electronics, Drives Systems & Technologies Conference (PEDSTC), 2015 6th
Conference_Location :
Tehran
Print_ISBN :
978-1-4799-7652-2
DOI :
10.1109/PEDSTC.2015.7093293