Robust stabilization of nonlinear multiple time-delay large-scale systems via decentralized fuzzy control

被引:217
作者
Hsiao, FH [1 ]
Hwang, JD
Chen, CW
Tsai, ZR
机构
[1] Natl United Univ, Dept Elect Engn, Taipei 360, Taiwan
[2] Natl Cent Univ, Dept Civil Engn, Taipei 320, Taiwan
[3] Chang Gung Univ, Dept Elect Engn, Taoyuan 333, Taiwan
关键词
delay-dependent stability criterion; modeling error; parallel distributed compensation (PDC); Takagi-Sugeno (T-S) fuzzy models;
D O I
10.1109/TFUZZ.2004.836067
中图分类号
TP18 [人工智能理论];
学科分类号
081104 ; 0812 ; 0835 ; 1405 ;
摘要
To overcome the effect of modeling errors between nonlinear multiple time-delay subsystems and Takagi-Sugeno (T-S) fuzzy models with multiple time delays, a robustness design of fuzzy control is proposed in this paper. In terms of Lyapunov's direct method, a delay-dependent stability criterion is hence derived to guarantee the asymptotic stability of nonlinear multiple time-delay large-scale systems. Based on this criterion and the decentralized control scheme, a set of model-based fuzzy controllers is then synthesized via the technique of parallel distributed compensation (PDC) to stabilize the nonlinear multiple time-delay large-scale system. Finally, a numerical example with simulations is given to demonstrate the concepts discussed throughout this paper.
引用
收藏
页码:152 / 163
页数:12
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