DocumentCode
2495804
Title
PID Parameters Tuning Method by Particle Swarm Optimization with Chaotic Disturbance
Author
Huidang, Zhang ; Yubo, Tan ; Yuyao, He
Author_Institution
Coll. of Inf. Sci. & Technol., Henan Univ. of Technol., Zhengzhou, China
Volume
2
fYear
2010
fDate
24-25 April 2010
Firstpage
39
Lastpage
42
Abstract
This paper proposes a new PID parameter tuning method using Chaotic Particle Swarm Optimization (CPSO) with ICMIC. 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 show the effectiveness of the proposed tuning method, and are compared with the classical PSO and Ziegler-Nichols.
Keywords
adaptive control; particle swarm optimisation; position control; servomechanisms; three-term control; transfer functions; CPSO-based PID tuning; ICMIC; PID parameters tuning; ZN-based PID tuning; chaotic disturbance; chaotic particle swarm optimization; position control system; servo system; transfer function; Chaos; Control systems; Motion control; Optimization methods; PD control; Particle swarm optimization; Pi control; Proportional control; Servomechanisms; Three-term control;
fLanguage
English
Publisher
ieee
Conference_Titel
Multimedia and Information Technology (MMIT), 2010 Second International Conference on
Conference_Location
Kaifeng
Print_ISBN
978-0-7695-4008-5
Electronic_ISBN
978-1-4244-6602-3
Type
conf
DOI
10.1109/MMIT.2010.90
Filename
5474318
Link To Document