Adaptive sliding mode controller design based on T-S fuzzy system models

被引:71
作者
Cheng, CC [1 ]
Chien, SH [1 ]
机构
[1] Natl Sun Yat Sen Univ, Dept Elect Engn, Kaohsiung 80424, Taiwan
关键词
T-S fuzzy system model; adaptive control; sliding-mode control; Lyapunov stability;
D O I
10.1016/j.automatica.2006.02.016
中图分类号
TP [自动化技术、计算机技术];
学科分类号
0812 ;
摘要
Ail adaptive sliding mode control (ASMC) technique based on T-S fuzzy system models is proposed in this paper for a class of perturbed nonlinear MIMO dynamic systems in order to solve tracking problems. A T-S fuzzy model is firstly formed by utilizing fuzzy theorem to amalgamate a set of linearized dynamic equations. The adaptive sliding mode controller is then designed based on this fuzzy model with perturbations. The proposed control scheme can drive the dynamics of controlled system into a designated sliding surface in finite time, and guarantee the property of asymptotical stability. It is also shown that the information of upper bound of modeling errors as well as perturbations, except the information of upper bound of input uncertainty, is not required when using the proposed controller. (c) 2006 Elsevier Ltd. All rights reserved.
引用
收藏
页码:1005 / 1010
页数:6
相关论文
共 18 条
[1]   Robust adaptive sliding-mode control using fuzzy modeling for an inverted-pendulum system [J].
Chen, CS ;
Chen, WL .
IEEE TRANSACTIONS ON INDUSTRIAL ELECTRONICS, 1998, 45 (02) :297-306
[2]  
Edwards C., 1998, Sliding Mode Control: Theory and Applications
[3]  
Hellendoorn H., 1997, FUZZY MODEL IDENTIFI
[4]   VARIABLE STRUCTURE CONTROL - A SURVEY [J].
HUNG, JY ;
GAO, WB ;
HUNG, JC .
IEEE TRANSACTIONS ON INDUSTRIAL ELECTRONICS, 1993, 40 (01) :2-22
[5]  
HWANG CL, 2000, P 26 IEEE ANN C IND, V1, P22
[6]   SLIDING MODE CONTROLLER-DESIGN BASED ON FUZZY INFERENCE FOR NONLINEAR-SYSTEMS [J].
ISHIGAME, A ;
FURUKAWA, T ;
KAWAMOTO, S ;
TANIGUCHI, T .
IEEE TRANSACTIONS ON INDUSTRIAL ELECTRONICS, 1993, 40 (01) :64-70
[7]  
Khalil HK., 2002, Nonlinear Systems, V3
[8]   A new approach to the design of a fuzzy sliding mode controller [J].
Liang, CY ;
Su, JP .
FUZZY SETS AND SYSTEMS, 2003, 139 (01) :111-124
[9]   Robust adaptive sliding mode control using fuzzy modelling for a class of uncertain MIMO nonlinear systems [J].
Lin, WS ;
Chen, CS .
IEE PROCEEDINGS-CONTROL THEORY AND APPLICATIONS, 2002, 149 (03) :193-202
[10]   Adaptive fuzzy sliding mode control with GA-based reaching laws [J].
Su, JP ;
Chen, TM ;
Wang, CC .
FUZZY SETS AND SYSTEMS, 2001, 120 (01) :145-158