Novel switching control algorithm and stabilization condition

被引:0
作者
Jia, BZ [1 ]
Ren, G [1 ]
Zhang, JD [1 ]
机构
[1] Dalian Maritime Univ, Marine Engn Coll, Dalian 116026, Liaoning, Peoples R China
来源
Proceedings of 2005 International Conference on Machine Learning and Cybernetics, Vols 1-9 | 2005年
关键词
fuzzy control; switching; stability condition; smoothness;
D O I
暂无
中图分类号
TP18 [人工智能理论];
学科分类号
081104 ; 0812 ; 0835 ; 1405 ;
摘要
Aim at the phenomenon of nonsmooth switching in multiple systems, this paper proposes a novel control algorithm named fuzzy switching multiple (FSM) models based on Takagi-Sugeno fuzzy model. Parallel distributed compensation (PDC) scheme is employed to design the controller for FSM. Linear matrix inequality (LMI) condition for ensuring the stability of the close-loop system consisting of a switching fuzzy model and controller is derived from using fuzzy lyapunov function (FLF). Under this condition, the close-loop of FSM system guarantees stability as well as smooth switching performance. A design example illustrates the utility of the proposed approach.
引用
收藏
页码:747 / 751
页数:5
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