Robust fuzzy control for discrete perturbed time-delay affine Takagi-Sugeno fuzzy models

被引:0
|
作者
Wen-Jer Chang
Wei-Han Huang
Cheung-Chieh Ku
机构
[1] National Taiwan Ocean University,Department of Marine Engineering
[2] National Taiwan Ocean University,Department of Electrical Engineering
来源
International Journal of Control, Automation and Systems | 2011年 / 9卷
关键词
Iterative linear matrix inequality; perturbed time-delay systems; S-procedure; Takagi-Sugeno fuzzy model;
D O I
暂无
中图分类号
学科分类号
摘要
The purpose of this paper is to study the stability analysis and controller synthesis principles of Discrete Perturbed Time-Delay Affine (DPTDA) Takagi-Sugeno (T-S) fuzzy models. In general, the T-S fuzzy model is a weighted sum of some linear subsystems via fuzzy membership functions. This paper considers fuzzy rules include both linear nominal parts and uncertain parameters in the time-delay affine T-S fuzzy model. For DPTDA T-S fuzzy models, the T-S fuzzy control scheme is used to confront the H∞ performance constraints. Some sufficient conditions are derived on robust H∞ disturbance attenuation in which both robust stability and a prescribed performance are required to be achieved. In order to find suitable fuzzy controllers, the Iterative Linear Matrix Inequality (ILMI) algorithm is employed to solve these sufficient conditions. At last, a numerical simulation for the nonlinear truck-trailer system is given to show the applications of the present design approach.
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页码:86 / 97
页数:11
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