Title :
Adaptive fuzzy controller under stability supervisor
Author :
Barois, D. ; Bigand, A. ; Ikni, R.
Author_Institution :
LISIR, Littoral Univ., Calais, France
Abstract :
This paper presents the analysis of stability conditions using the Lyapunov theorem in an adaptive fuzzy controller. The Lyapunov theorem is a very powerful theorem for the analysis of the stability of non-linear plants and can be adapted for fuzzy controllers (which are non-linear controllers). However, the lack of description means for fuzzy controllers leads designers of fuzzy controllers to use very efficient simulation softwares (like the toolbox “fuzzy logic” of Matlab). We propose an object oriented and flexible software to describe all the situations we can find in fuzzy control (static and dynamic control), and a good aid to stability analysis in complex systems
Keywords :
Lyapunov methods; adaptive control; control engineering; control system analysis computing; fuzzy control; object-oriented methods; stability; Lyapunov theorem; adaptive fuzzy controller; complex systems; dynamic control; flexible software; nonlinear plants; object oriented software; simulation softwares; stability analysis; stability supervisor; static control; Adaptive control; Automatic control; Control systems; Fuzzy control; Fuzzy logic; Fuzzy systems; Nonlinear control systems; Object oriented modeling; Programmable control; Stability analysis;
Conference_Titel :
Systems, Man, and Cybernetics, 1996., IEEE International Conference on
Conference_Location :
Beijing
Print_ISBN :
0-7803-3280-6
DOI :
10.1109/ICSMC.1996.561493