DocumentCode
477506
Title
Self-Adapting Fuzzy-PID Control of Variable Universe in the Non-linear System
Author
Gao, Mingqian ; He, Shanghong
Author_Institution
Sch. Automobile & Mech. Eng., Changsha Univ. of Sci. & Technol., Changsha
Volume
1
fYear
2008
fDate
20-22 Oct. 2008
Firstpage
473
Lastpage
478
Abstract
To solve the non-linear system control problem in the hydraulic servo control system, the self-adapting fuzzy-PID control of variable universe is introduced. By analyzing the phase plane characteristics of step response, the fuzzy control rule base which decreased cases of relying on experts´ experience was established. According to error variety, the discourse universe of the input and output fuzzy sets was adjusted to get the precise PID parameters on line. The simulation results show that this method is superior to general fuzzy-PID control. It can efficiently reduce the steady-state error and has stronger interference immunity. The experiment result of the hydraulic servo test-bed farther validates the better control performance of the proposed method.
Keywords
fuzzy control; fuzzy set theory; hydraulic control equipment; nonlinear control systems; servomechanisms; step response; three-term control; fuzzy sets; hydraulic servo control system; interference immunity; nonlinear system control problem; self-adapting fuzzy-PID control; step response; variable universe; Automatic control; Control systems; Fuzzy control; Fuzzy logic; Fuzzy set theory; Fuzzy sets; Mechanical variables control; Nonlinear control systems; Shape control; Three-term control;
fLanguage
English
Publisher
ieee
Conference_Titel
Intelligent Computation Technology and Automation (ICICTA), 2008 International Conference on
Conference_Location
Hunan
Print_ISBN
978-0-7695-3357-5
Type
conf
DOI
10.1109/ICICTA.2008.327
Filename
4659530
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