DocumentCode :
3136902
Title :
On simulation of M-type fuzzy controller
Author :
Peng, Zhang ; Yong, Shen
Author_Institution :
Key auto-control Lab., Heilongjiang Univ., Harbin, China
Volume :
2
fYear :
2011
fDate :
25-28 July 2011
Firstpage :
1041
Lastpage :
1044
Abstract :
Traditional three-dimensional fuzzy controller for over more fuzzy rules is difficultly designed and used, a mixed controller combined Fuzzy control with PID control is proposed in this paper. This strategy uses three one-dimensional fuzzy controllers respectively being deviation, deviation change and deviation´s deviation change by weighting fusion for forming the M-type controller. It solves the problem of multivariable fuzzy control rules more increasing. Simultaneously by use of integral to deviation, M-type controller can eliminate steady difference of system and improve system´s steady precision. Moreover, parameter setting method of M-type controller is introduced and its stability is analyzed. Simulation results show that M-type controller performs better than two-dimensional fuzzy control and PID control in dynamic and static performance.
Keywords :
fuzzy control; simulation; three-term control; M-type fuzzy controller simulation; PID control; fuzzy rules; mixed controller; multivariable fuzzy control; weighting fusion; Control systems; Delay; Fuzzy control; Fuzzy reasoning; Mathematical model; Process control; Simulation; Fuzzy Control; M-type Controller; PID Control; Steady Difference; Weighting Fusion;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Intelligent Control and Information Processing (ICICIP), 2011 2nd International Conference on
Conference_Location :
Harbin
Print_ISBN :
978-1-4577-0813-8
Type :
conf
DOI :
10.1109/ICICIP.2011.6008410
Filename :
6008410
Link To Document :
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