DocumentCode :
3400152
Title :
Stability of slowly varying Takagi-Sugeno fuzzy systems using zero exclusion theorem
Author :
Husek, Petr ; Pytelková, Renata
Author_Institution :
Fac. of Electr. Eng., Czech Tech. Univ., Praha, Czech Republic
Volume :
2
fYear :
2001
fDate :
25-28 July 2001
Firstpage :
1086
Abstract :
A method for stability analysis of Takagi-Sugeno fuzzy systems with linear transfer submodels in the consequents of rules is presented. The Takagi-Sugeno fuzzy model of a plant is supposed where the consequents of rules are linear input-output subsystems. A PDC controller with dynamic output feedback is used. The method can be applied if the parameters of the model do not vary too rapidly. The analysis is based on a stability test of corresponding frozen-time systems using the fact that those systems are linear. Stability analysis of such uncertain linear systems is performed testing the corresponding value sets using the zero exclusion theorem. Overbounding the value set by a convex polygon a sufficient condition of stability is obtained. The method can be also used for stability analysis of an uncontrolled Takagi-Sugeno fuzzy model of a plant. As an arbitrary stability region can be chosen the procedure can be used for both continuous-time and discrete-time systems
Keywords :
continuous time systems; discrete time systems; feedback; fuzzy control; fuzzy systems; linear systems; stability; uncertain systems; PDC controller; Takagi-Sugeno fuzzy systems; continuous-time systems; convex polygon; discrete-time systems; dynamic output feedback; frozen-time systems; fuzzy control; fuzzy logic; linear input-output subsystems; linear transfer submodels; slowly varying systems; stability; uncertain linear systems; zero exclusion theorem; Control engineering; Control systems; Control theory; Fuzzy sets; Fuzzy systems; Linear systems; Output feedback; Stability analysis; System testing; Takagi-Sugeno model;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
IFSA World Congress and 20th NAFIPS International Conference, 2001. Joint 9th
Conference_Location :
Vancouver, BC
Print_ISBN :
0-7803-7078-3
Type :
conf
DOI :
10.1109/NAFIPS.2001.944756
Filename :
944756
Link To Document :
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