Title :
Stability analysis of systems with nonsymmetric dead zone under fuzzy logic control
Author :
Wong, L.K. ; Leung, F.H.F. ; Tam, P.K.S.
Author_Institution :
Centre for Multimedia Signal Process., Hong Kong Polytech. Univ., China
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. However, these methods may be difficult to apply to plants with dead zones. This paper presents an improved stability analysis method to resolve this difficulty. Our proposed method employs a Lyapunov function to prove the stability of nonlinear fuzzy logic control systems with asymmetric dead zone and saturation. An illustrative example will be given to demonstrate the ability of the method.
Keywords :
Lyapunov methods; fuzzy control; industrial control; nonlinear control systems; stability; Lyapunov function; asymmetric dead zone; fuzzy logic control; industrial control systems; nonlinear fuzzy logic control systems; nonsymmetric dead zone; saturation; stability analysis; stability analysis method; Control system synthesis; Control systems; Fuzzy control; Fuzzy logic; Fuzzy systems; Lyapunov method; Multimedia systems; Robustness; Stability analysis; Steady-state;
Conference_Titel :
IECON 02 [Industrial Electronics Society, IEEE 2002 28th Annual Conference of the]
Print_ISBN :
0-7803-7474-6
DOI :
10.1109/IECON.2002.1185299