DocumentCode :
3339118
Title :
PID controller parameters tuning in servo system based on chaotic particle swarm optimization
Author :
Chen, Yanwei ; Yin, Hui ; Zhang, Huidang
Author_Institution :
Zhengzhou Electromech. Eng. Res. Inst., Zhengzhou, China
Volume :
1
fYear :
2009
fDate :
14-16 Aug. 2009
Firstpage :
276
Lastpage :
280
Abstract :
This paper proposes a new PID parameter tuning method using chaotic particle swarm optimization (CPSO) with sinusoidal iterator. The method is implemented into the PID tuning of the position control system, where the transfer function represents a plant model of a servo system. The PID parameter is computed by CPSO-based, PSO-based and ZN-based PID tuning method according to the obtained model, respectively. The simulation results are compared with the classical PSO and Ziegler-Nichols, and show the effectiveness of the proposed tuning method.
Keywords :
control nonlinearities; particle swarm optimisation; position control; servomechanisms; three-term control; PID controller parameters; PID parameter tuning method; chaotic particle swarm optimization; position control system; proportional-integral-derivative controller; servo system; sinusoidal iterator; Chaos; Control systems; Error correction; Optimal control; PD control; Particle swarm optimization; Proportional control; Servomechanisms; Three-term control; Transfer functions;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
IT in Medicine & Education, 2009. ITIME '09. IEEE International Symposium on
Conference_Location :
Jinan
Print_ISBN :
978-1-4244-3928-7
Electronic_ISBN :
978-1-4244-3930-0
Type :
conf
DOI :
10.1109/ITIME.2009.5236415
Filename :
5236415
Link To Document :
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