Stability and stabilization of fuzzy large-scale systems

被引:107
作者
Wang, WJ [1 ]
Luoh, L
机构
[1] Natl Cent Univ, Dept Elect Engn, Chungli 320, Taiwan
[2] Chung Shan Inst Sci & Technol, Lungtan 32500, Taiwan
关键词
fuzzy control; large-scale system; Lyapunov criterion; Takagi-Sugeno (T-S) fuzzy model;
D O I
10.1109/TFUZZ.2004.825975
中图分类号
TP18 [人工智能理论];
学科分类号
081104 ; 0812 ; 0835 ; 1405 ;
摘要
This paper investigates the stability and stabilization problems for the fuzzy large-scale system in which the system is composed of a number of Takagi-Sugeno fuzzy model subsystems with interconnections. The stability criterion of the fuzzy largescale system without control is derived first. Instead of fuzzy parallel distributed compensation design, linear state feedback control is used in the stabilization work. Each local control is obtained from Riccati equation of the corresponding subsystem and the interconnection terms are used to determine the local feedback gain determination. Based on Lyapunov criterion, some conditions are derived under which the whole fuzzy large-scale system is stabilized asymptotically. A numerical example is given to illustrate the control design procedure and its effectiveness.
引用
收藏
页码:309 / 315
页数:7
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