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
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;
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
DOI :
10.1109/MMIT.2010.90