On Switched Regulator Design of Uncertain Nonlinear Systems Using Takagi-Sugeno Fuzzy Models

被引:43
作者
de Souza, Wallysonn A. [1 ]
Teixeira, Marcelo C. M. [2 ]
Cardim, Rodrigo [2 ]
Assuncao, Edvaldo [2 ]
机构
[1] IFG Fed Inst Educ Sci & Technol Goias, Dept Acad Areas Jatai, BR-75804020 Jatai, Go, Brazil
[2] UNESP Univ Estadual Paulista, Dept Elect Engn, BR-15385000 Sao Paulo, Brazil
基金
巴西圣保罗研究基金会;
关键词
Bilinear matrix inequalities (BMIs); control of uncertain nonlinear systems; linear matrix inequalities (LMIs); switched control; Takagi-Sugeno (T-S) fuzzy model; LMI-BASED DESIGNS; STATE-FEEDBACK CONTROL; LINEAR-SYSTEMS; STABILITY CONDITIONS; LYAPUNOV FUNCTIONS; CONTROLLER-DESIGN; CONTROL SCHEME; STABILIZATION; STABILIZABILITY; REDUCTION;
D O I
10.1109/TFUZZ.2014.2302494
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 is concerned with the design of state-feedback switched controllers for a class of uncertain nonlinear plants described by Takagi-Sugeno (T-S) fuzzy models. The proposed methodology eliminates the need to find the membership function expressions to implement the control law, which is relevant in cases where the membership function depends on uncertain parameters. The design of the switched controllers is based on a minimum-type Lyapunov function and the minimization of the time derivative of this Lyapunov function. The conditions of the new stability criterion are represented by a kind of bilinear matrix inequalities (BMIs) that has been solved by the path-following method. A numerical example and the nonlinear control design of a magnetic levitator with uncertainties illustrate the procedure.
引用
收藏
页码:1720 / 1727
页数:8
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