Smoothing switched control for uncertain T-S fuzzy systems with unknown membership functions, actuator saturation and disturbance

被引:0
作者
Alves, Uiliam Nelson L. T. [1 ]
de Oliveira, Diogo R. [1 ]
Teixeira, Marcelo C. M. [2 ]
Cardim, Rodrigo [2 ]
Assuncao, Edvaldo [2 ]
机构
[1] UNESP Univ Estadual Paulista, Control Res Lab, Carlos Rossi Ave 1370, BR-15385000 Ilha Solteira, SP, Brazil
[2] UNESP Univ Estadual Paulista, Dept Elect Engn, Carlos Rossi Ave 1370, BR-15385000 Ilha Solteira, SP, Brazil
来源
2016 IEEE INTERNATIONAL CONFERENCE ON FUZZY SYSTEMS (FUZZ-IEEE) | 2016年
基金
巴西圣保罗研究基金会;
关键词
Smooth switched control; Takagi-Sugeno (T-S) fuzzy systems; unknown membership functions; norm-bounded disturbance; actuator saturation; NONLINEAR-SYSTEMS; SUBJECT; DESIGN; STABILIZATION; STABILITY;
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
This paper proposes conditions that ensure local ultimate bounded stability for nonlinear systems constrained to a region of operation, subject to actuator saturation and persistent norm-bounded disturbance. The nonlinear plant is described by an uncertain Takagi-Sugeno (T-S) fuzzy model with unknown membership functions and two control laws (switched control and smooth switched control) are proposed. The designs of the gains and decision matrices used in the control laws are based on Linear Matrix Inequalities (LMIs) and use a line search procedure. The project also provides an invariant region in which for all initial condition inside it the local ultimate bounded stability is ensured. The proposed design also allows specifying a polytope of initial conditions that must belong to the invariant region of initial conditions. The theoretical results are illustrated by simulation results in a ball-and-beam system.
引用
收藏
页码:2212 / 2219
页数:8
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