Fuzzy state feedback controller for nonlinear systems: Stability analysis and design

被引:0
作者
Lam, HK [1 ]
Leung, FHF [1 ]
Tam, PKS [1 ]
机构
[1] Hong Kong Polytech Univ, Kowloon, Hong Kong, Peoples R China
来源
NINTH IEEE INTERNATIONAL CONFERENCE ON FUZZY SYSTEMS (FUZZ-IEEE 2000), VOLS 1 AND 2 | 2000年
关键词
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 presents the stability analysis of the fuzzy control system consisting of a nonlinear plant and a fuzzy controller and the design of the membership functions of the fuzzy controller. The nonlinear plant is represented by a fuzzy model having p rules. A c-rule fuzzy state-feedback controller is used to close the feedback loop. A design methodology for the fuzzy controller will be provided. Under this design, the stability condition is reduced to p linear matrix inequalities (LMI). An application example on stabilizing a mass-spring-damper system will be given.
引用
收藏
页码:677 / 681
页数:5
相关论文
共 50 条
[31]   Nonlinear Static State Feedback Controller Design to Enlarge the Domain of Attraction for a Class of Nonlinear Systems [J].
Saleme, Ahmed ;
Tibken, Bernd .
2013 AMERICAN CONTROL CONFERENCE (ACC), 2013, :4074-4079
[32]   Analysis and Design of Indirect Adaptive Fuzzy Controller for Nonlinear Hysteretic Systems [J].
Wang, Chi-Hsu ;
Wang, Jyun-Hong ;
Chen, Chun-Yao .
INTERNATIONAL JOURNAL OF FUZZY SYSTEMS, 2015, 17 (01) :84-93
[33]   Analysis and Design of Indirect Adaptive Fuzzy Controller for Nonlinear Hysteretic Systems [J].
Chi-Hsu Wang ;
Jyun-Hong Wang ;
Chun-Yao Chen .
International Journal of Fuzzy Systems, 2015, 17 :84-93
[34]   Dynamic output feedback controller design for fuzzy systems [J].
Han, ZX ;
Feng, G ;
Walcott, BL ;
Ma, J .
IEEE TRANSACTIONS ON SYSTEMS MAN AND CYBERNETICS PART B-CYBERNETICS, 2000, 30 (01) :204-210
[35]   State feedback H∞ controller design of fuzzy dynamic systems using LMI techniques [J].
Han, ZX ;
Feng, G .
1998 IEEE INTERNATIONAL CONFERENCE ON FUZZY SYSTEMS AT THE IEEE WORLD CONGRESS ON COMPUTATIONAL INTELLIGENCE - PROCEEDINGS, VOL 1-2, 1998, :538-544
[36]   State-feedback controller design for discrete-time switching fuzzy systems [J].
Choi, DJ ;
Park, P .
PROCEEDINGS OF THE 41ST IEEE CONFERENCE ON DECISION AND CONTROL, VOLS 1-4, 2002, :191-196
[37]   Proportional plus derivative state feedback controller design for a class of fuzzy descriptor systems [J].
Mu, Yunfei ;
Zhang, Huaguang ;
Sun, Jiayue ;
Ren, Junchao .
INTERNATIONAL JOURNAL OF SYSTEMS SCIENCE, 2019, 50 (12) :2249-2260
[38]   Fuzzy controller with stability and performance rules for nonlinear systems [J].
Lam, H. K. ;
Leung, F. H. F. .
FUZZY SETS AND SYSTEMS, 2007, 158 (02) :147-163
[39]   Passive estimated state feedback fuzzy controller design for discrete perturbed fuzzy systems with multiplicative noises [J].
Chang, Wen-Jer ;
Jheng, Sin-Sian ;
Ku, Cheung-Chieh .
JOURNAL OF THE CHINESE INSTITUTE OF ENGINEERS, 2013, 36 (06) :684-695
[40]   Design of a model identification fuzzy adaptive controller and stability analysis of nonlinear processes [J].
Sagias, DI ;
Sarafis, EN ;
Siettos, CI ;
Bafas, GV .
FUZZY SETS AND SYSTEMS, 2001, 121 (01) :169-179