Title :
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
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;
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
DOI :
10.1109/CHICC.2006.4347053
