Improved Performance of Permanent Magnet Synchronous Motor by Using Particle Swarm Optimization Techniques

Author

Elwer, A.S. ; Wahsh, S.A.

Author_Institution

Electron. Res. Inst., Giza

fYear

2007

Firstpage

326

Lastpage

330

Abstract

This paper presents a modern approach of speed control for PMSM using Particle Swarm Optimization (PSO) algorithm to optimize the parameters of the PI-Controller. The overall system simulated under various operating conditions and an experimental setup is prepared. Comparison between different controllers is achieved, using PI controller which is tuned by two methods, firstly manually and secondly using PSO technique. The system is tested under variable operating conditions. The simulation results showing good dynamic response with fast recovery time and good agreement with experimental one.

Keywords

PI control; particle swarm optimisation; synchronous motors; velocity control; PI controller; dynamic response; particle swarm optimization; permanent magnet synchronous motor; speed control; Aerodynamics; Control systems; Electric variables control; Magnetic variables control; Motion control; Open loop systems; Optimization methods; Particle swarm optimization; Permanent magnet motors; Process control; Particle swarm optimization Proportional integral; Permanent magnet synchronous motor;

fLanguage

English

Publisher

ieee

Conference_Titel

Control Conference, 2007. CCC 2007. Chinese

Conference_Location

Hunan

Print_ISBN

978-7-81124-055-9

Electronic_ISBN

978-7-900719-22-5

Type

conf

DOI

10.1109/CHICC.2006.4347053

Filename

4347053