DocumentCode :
756548
Title :
Decentralized PDC for large-scale T-S fuzzy systems
Author :
Wang, Wen-June ; Lin, Wei-Wei
Author_Institution :
Dept. of Electr. Eng., Nat. Chi Nan Univ., Puli, Taiwan
Volume :
13
Issue :
6
fYear :
2005
Firstpage :
779
Lastpage :
786
Abstract :
This paper studies the decentralized stabilization problem for a large-scale system. The considered large-scale system comprises of a number of subsystems and each subsystem is represented by a Takagi-Sugeno (T-S) fuzzy model. The interconnection between any two subsystems may be nonlinear and satisfies some matching condition. By the concept of parallel distributed compensation (PDC), the decentralized fuzzy control for each subsystem is synthesized, in which the control gain depends on the strength of interconnections, maximal number of the fired rules in each subsystem, and the common positive matrix Pi. Based on Lyapunov criterion and Riccati-inequality, some sufficient conditions are derived and the common Pi is solved by linear matrix inequalities (LMI) so that the whole closed loop large-scale fuzzy system with the synthesized fuzzy control is asymptotically stable. Finally, a numerical example is given to illustrate the control synthesis and its effectiveness.
Keywords :
Lyapunov methods; asymptotic stability; closed loop systems; compensation; decentralised control; fuzzy control; large-scale systems; linear matrix inequalities; Lyapunov criterion; Ricatti inequality; Takagi-Sugeno fuzzy model; asymptotic stability; closed-loop systems; decentralized fuzzy control; decentralized parallel distributed compensation; large-scale system; linear matrix inequalities; Control system synthesis; Control systems; Distributed control; Fuzzy control; Fuzzy logic; Fuzzy sets; Fuzzy systems; Large-scale systems; Linear matrix inequalities; Stability; Fuzzy control; Lyapunov criterion; Takagi–Sugeno (T–S) fuzzy model; large-scale system;
fLanguage :
English
Journal_Title :
Fuzzy Systems, IEEE Transactions on
Publisher :
ieee
ISSN :
1063-6706
Type :
jour
DOI :
10.1109/TFUZZ.2005.859309
Filename :
1556583
Link To Document :
بازگشت