Exponential Stabilization for a Class of Nonlinear Parabolic PDE Systems via Fuzzy Control Approach

被引:84
|
作者
Wu, Huai-Ning [1 ]
Wang, Jun-Wei [1 ]
Li, Han-Xiong [2 ]
机构
[1] Beijing Univ Aeronaut & Astronaut, Sci & Technol Aircraft Control Lab, Sch Automat Sci & Elect Engn, Beihang Univ, Beijing 100191, Peoples R China
[2] City Univ Hong Kong, Dept Syst Engn & Engn Management, Kowloon, Hong Kong, Peoples R China
基金
中国国家自然科学基金;
关键词
Exponential stability; fuzzy control; linear matrix inequalities (LMIs); spatially distributed processes; Takagi-Sugeno (T-S) fuzzy model; DISTRIBUTED-PARAMETER-SYSTEMS; OBSERVER-BASED CONTROL; FEEDBACK-CONTROL; NONQUADRATIC STABILIZATION; STABILITY ANALYSIS; CONTROL DESIGN; EQUATIONS;
D O I
10.1109/TFUZZ.2011.2173694
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 deals with the exponential stabilization problem for a class of nonlinear spatially distributed processes that are modeled by semilinear parabolic partial differential equations (PDEs), for which a finite number of actuators are used. A fuzzy control design methodology is developed for these systems by combining the PDE theory and the Takagi-Sugeno (T-S) fuzzy-model-based control technique. Initially, a T-S fuzzy parabolic PDE model is proposed to accurately represent a semilinear parabolic PDE system. Then, based on the T-S fuzzy model, a Lyapunov technique is used to design a continuous fuzzy state feedback controller such that the closed-loop PDE system is exponentially stable with a given decay rate. The stabilization condition is presented in terms of a set of spatial differential linear matrix inequalities (SDLMIs). Furthermore, a recursive algorithm is presented to solve the SDLMIs via the existing linear matrix inequality optimization techniques. Finally, numerical simulations on the temperature profile control of a catalytic rod are given to verify the effectiveness of the proposed design method.
引用
收藏
页码:318 / 329
页数:12
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