DocumentCode :
1615335
Title :
Development of PSO-based PID tuning method
Author :
Oi, Akihiro ; Nakazawa, Chikashi ; Matsui, Tetsuro ; Fujiwara, Hiroe ; Matsumoto, Kouji ; Nishida, Hideyuki ; Ando, Jun ; Kawaura, Masato
Author_Institution :
Fuji Electr. Adv. Technol., Tokyo
fYear :
2008
Firstpage :
1917
Lastpage :
1920
Abstract :
This paper proposes a new PID parameter tuning method using particle swarm optimization (PSO) without tuning operatorpsilas know-how. The method searches the PID parameter that realizes the expected step response of the plant. The expected response is defined by the overshoot ratio, the rising time, the settling time. The method is implemented into the PID tuning tool on a personal computer. The plant model represented by the transfer function is obtained by system identification on the PID tuning tool. The PID parameter is computed by PSO-based PID tuning method according to the obtained model. The numerical result and the experiment result show the effectiveness of the proposed tuning method and the developed tool.
Keywords :
identification; particle swarm optimisation; three-term control; transfer functions; PID tuning method; expected step response; particle swarm optimization; system identification; Automatic control; Automation; Control systems; Delay effects; Microcomputers; Optimal control; Particle swarm optimization; System identification; Three-term control; Transfer functions; PID Control; Particle Swarm Optimization; System Identification;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Control, Automation and Systems, 2008. ICCAS 2008. International Conference on
Conference_Location :
Seoul
Print_ISBN :
978-89-950038-9-3
Electronic_ISBN :
978-89-93215-01-4
Type :
conf
DOI :
10.1109/ICCAS.2008.4694410
Filename :
4694410
Link To Document :
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