Title :
“Model-free” stability analysis for discrete-time fuzzy control systems
Author :
Cao, S.G. ; Rees, N.W. ; Feng, G.
Author_Institution :
Sch. of Electr. Eng., New South Wales Univ., Sydney, NSW, Australia
Abstract :
The Lyapunov-like stability theorems for discrete-time fuzzy control systems are given in this paper. The stability theorems show that if the fuzzy system can be locally stabilized on every local region, under some boundary conditions, the fuzzy system can also be globally stabilized. In this stability approach we apply motions of the system instead of difference equation of the system. Thus, the method can be used for both model-free and model-based fuzzy controller designs
Keywords :
Lyapunov methods; asymptotic stability; control system analysis; discrete time systems; fuzzy control; Lyapunov-like stability theorems; asymptotic stability; boundary conditions; discrete-time systems; fuzzy control; fuzzy system; model-free stability; Control systems; Control theory; Difference equations; Fuzzy control; Fuzzy logic; Fuzzy systems; Lyapunov method; Power system modeling; Stability analysis; State-space methods;
Conference_Titel :
Decision and Control, 1996., Proceedings of the 35th IEEE Conference on
Conference_Location :
Kobe
Print_ISBN :
0-7803-3590-2
DOI :
10.1109/CDC.1996.573517