DocumentCode
2438328
Title
Application of Fuzzy Immune PID Control Based on PSO in Hydraulic AGC Press System
Author
Ren, Xinyi ; Fengshan Du ; Huang, Huagui ; Yan, Hongyan
Author_Institution
Inst. of Mech. Eng., Yanshan Univ., Qinhuangdao, China
Volume
2
fYear
2009
fDate
26-27 Aug. 2009
Firstpage
427
Lastpage
430
Abstract
A novel control strategy of Fuzzy-Immune PID based on PSO is proposed in this paper. The strategy learns from the immune feedback principle of biological immune system and takes advantage of the good approaching ability of fuzzy control to achieve nonlinear function of the immune controller, and then the PSO algorithm is used to optimize parameters of PID controller and immune controller. Apply the strategy into the hydraulic AGC control system of rolling mills with characteristics of high nonlinearity, time-varying and time-delay. The simulation results indicate that this strategy has strong adaptability to the transformation of the system parameters and has advantages of low overshoot, short adjusting time, strong anti-disturbance ability and great robustness.
Keywords
control nonlinearities; delays; fuzzy control; hydraulic systems; rolling mills; three-term control; time-varying systems; PSO algorithm; biological immune system; fuzzy immune PID control; hydraulic AGC control system; hydraulic AGC press system; immune controller nonlinear function; immune feedback principle; rolling mills; time-delay system; time-varying system; Biological control systems; Control systems; Feedback; Fuzzy control; Fuzzy systems; Immune system; Milling machines; Nonlinear control systems; Three-term control; Time varying systems; Adaptive control; Fuzzy-immune PID; Hydraulic AGC; PSO algorithm; Time-varying;
fLanguage
English
Publisher
ieee
Conference_Titel
Intelligent Human-Machine Systems and Cybernetics, 2009. IHMSC '09. International Conference on
Conference_Location
Hangzhou, Zhejiang
Print_ISBN
978-0-7695-3752-8
Type
conf
DOI
10.1109/IHMSC.2009.229
Filename
5335952
Link To Document