DocumentCode :
1566125
Title :
Online Particle Swarm Optimization Design of Speed Controller considering Anti-windup for PMSM Drive System
Author :
Yan, Shuai ; Xu, Dianguo ; Gui, Xianguo ; Yang, Ming ; Li, Bingbing
Author_Institution :
Harbin Inst. of Technol., Harbin
fYear :
2007
Firstpage :
2273
Lastpage :
2277
Abstract :
A novel online particle swarm optimization is proposed to design anti-windup speed controller for PMSM drive system paper. It is complicated that conventional method with linear analysis and tuning the settings using trial-and-error methods during commissioning. An alternative approach, using particle swarm optimization algorithm devised to test and compare different parameters of speed controller, we search for the anti-windup speed controller to achieving the optimal compromise of variable speed at full load. The search is performed on-line, on the physical hardware, by continuously downloading and testing new solutions on a DSP running the control algorithms in real time. The controller obtained through PSO significantly outperforms alterative schemes obtained with conventional design techniques.
Keywords :
drives; particle swarm optimisation; permanent magnet machines; synchronous machines; DSP running; PMSM drive system; anti-windup speed control; linear analysis; particle swarm optimization; permanent magnet synchronous machine; trial-and-error method; Bandwidth; Control systems; Digital signal processing; Hardware; Optimal control; Paper technology; Particle swarm optimization; Performance evaluation; Safety; Testing;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Power Electronics Specialists Conference, 2007. PESC 2007. IEEE
Conference_Location :
Orlando, FL
ISSN :
0275-9306
Print_ISBN :
978-1-4244-0654-8
Electronic_ISBN :
0275-9306
Type :
conf
DOI :
10.1109/PESC.2007.4342363
Filename :
4342363
Link To Document :
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