DocumentCode
1950301
Title
An improved Lyapunov function based stability analysis method for fuzzy logic control systems
Author
Wong, L.K. ; Leung, Frank H. F. ; Tam, Peter K S
Author_Institution
Dept. of Electron. & Inf. Eng., Hong Kong Polytech., Hung Hom, Hong Kong
Volume
1
fYear
2000
fDate
7-10 May 2000
Firstpage
429
Abstract
Many existing stability analysis methods for fuzzy logic control systems like TS fuzzy model based methods usually tackle plants that are linear with respect to control. The paper proposes a method which does not have such restriction. The proposed method employs a Lyapunov function to prove the stability of the non-linear fuzzy logic control system. An illustrative example is given to demonstrate the ability of the method. The plant in this example has a control signal function composed of piecewise linear functions, saturation functions and a deadband
Keywords
Lyapunov methods; control system analysis; fuzzy control; nonlinear control systems; stability; Lyapunov function based stability analysis method; deadband; fuzzy logic control systems; piecewise linear functions; saturation functions; Control system synthesis; Control systems; Fuzzy control; Fuzzy logic; Fuzzy systems; Lyapunov method; Nonlinear control systems; Piecewise linear techniques; Shape; Stability analysis;
fLanguage
English
Publisher
ieee
Conference_Titel
Fuzzy Systems, 2000. FUZZ IEEE 2000. The Ninth IEEE International Conference on
Conference_Location
San Antonio, TX
ISSN
1098-7584
Print_ISBN
0-7803-5877-5
Type
conf
DOI
10.1109/FUZZY.2000.838698
Filename
838698
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