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
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;
Conference_Titel :
Fuzzy Systems, 2000. FUZZ IEEE 2000. The Ninth IEEE International Conference on
Conference_Location :
San Antonio, TX
Print_ISBN :
0-7803-5877-5
DOI :
10.1109/FUZZY.2000.838698