T-S fuzzy bilinear model and fuzzy controller design for a class of nonlinear systems

被引:95
作者
Li, Tzuu-Hseng S. [1 ]
Tsai, Shun-Hung [1 ]
机构
[1] Natl Cheng Kung Univ, Dept Elect Engn, IC2S Lab, Tainan 70101, Taiwan
关键词
fuzzy bilinear system (FBS); fuzzy control; linear matrix inequality (LMI); Takagi-Sugeno (T-S) fuzzy model; Van de Vusse example;
D O I
10.1109/TFUZZ.2006.889964
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 proposes a fuzzy bilinear model for a class of nonlinear systems and a fuzzy controller to stabilize such systems. By examination of a modeling problem, we describe how to transform a nonlinear system into a bilinear one via Taylor's series expansion and then we adopt the Takagi-Sugeno (T-S) fuzzy modeling technique to construct a fuzzy bilinear model. For controller design, the parallel distributed compensation (PDC) method is utilized to stabilize the fuzzy bilinear system (FBS), and some sufficient conditions are derived to guarantee the stability of the overall fuzzy control system via linear matrix inequalities (LMIs). Moreover, we propound some sufficient conditions for robust stabilization of the FBS with parametric uncertainties. Finally, a numerical example and the Van de Vusse model are utilized to demonstrate the validity and effectiveness of the proposed FBS.
引用
收藏
页码:494 / 506
页数:13
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