Title :
Torque ripple reduction of switched reluctance motor drive with adaptive sliding mode control and Particle Swarm Optimization
Author :
Namazi, Mohammad Masoud ; Borujeni, Mojtaba Mansouri ; Rashidi, Amir ; Nejad, Sayed Morteza Saghaeian ; Jin-Woo Ahn
Author_Institution :
Dept. of Electr. & Comput. Eng., Isfahan Univ. of Technol., Isfahan, Iran
Abstract :
In this paper, for speed control with torque ripple minimization of switched reluctance motor drives an optimal speed controller based on Elitist-Mutated Multi-Objective Particle Swarm Optimization (EM-MOPSO) with good accuracies, and performances is presented. The control mechanism is composed of an adaptive sliding mode speed controller to determine the appropriate current command and a hysteresis current controller. In the adaptive sliding mode controller, the heuristic parameters are usually determined by a tedious and repetitive trial-and-error process. By using EM-MOPSO, the trial-and error process is eliminated. The optimal parameters of adaptive sliding mode controller and turn-on and turn-off angles are chosen by applying a multi-objective function, including both Integrals Squared Error (ISE) of speed and torque ripple. The performance of this EM-MOPSO based controller has been demonstrated by simulation in MATLAB/SIMULINK software for a four phases, 4-kw SRM.
Keywords :
adaptive systems; electric current control; hysteresis; machine control; optimal control; particle swarm optimisation; reluctance motor drives; switching systems (control); torque control; variable structure systems; velocity control; ISE; adaptive sliding mode control; current command; elitist-mutated multiobjective particle swarm optimization EM-MOPSO; hysteresis current controller; integrals squared error; optimal speed controller; switched reluctance motor drive; torque ripple reduction; trial-and-error process; Hysteresis motors; Optimization; Particle swarm optimization; Reluctance motors; Rotors; Torque; Elitist-Mutated Multi-Objective Particle Swarm Optimization (EM-MOPSO); Speed control; Switched Reluctance Motor (SRM); Torque Ripple Minimization;
Conference_Titel :
Advanced Intelligent Mechatronics (AIM), 2015 IEEE International Conference on
Conference_Location :
Busan
DOI :
10.1109/AIM.2015.7222560