T-S fuzzy controllers for Nonlinear interconnected systems with multiple time delays

被引:222
作者
Hsiao, FH [1 ]
Chen, CW
Liang, YW
Xu, SD
Chiang, WL
机构
[1] Natl Univ Tainan, Dept Elect Engn, Tainan 700, Taiwan
[2] Natl Cent Univ, Dept Civil Engn, Chungli 320, Taiwan
[3] Natl Chiao Tung Univ, Dept Elect & Control Engn, Hsinchu 30039, Taiwan
来源
IEEE TRANSACTIONS ON CIRCUITS AND SYSTEMS I-REGULAR PAPERS | 2005年 / 52卷 / 09期
关键词
fuzzy control; modeling error; multiple time delay; Takagi-Sugeno (T-S) fuzzy model;
D O I
10.1109/TCSI.2005.852492
中图分类号
TM [电工技术]; TN [电子技术、通信技术];
学科分类号
0808 ; 0809 ;
摘要
This paper investigates the effectiveness of a passive tuned mass damper (TMD) and fuzzy controller in reducing the structural responses subject to the external force. In general, TMD is good for linear systems. We proposed here an approach of Takagi-Sugeno (T-S) fuzzy controller to deal with the nonlinear system. To overcome the effect of modeling error between nonlinear multiple time-delay systems and T-S fuzzy models, a robustness design of fuzzy control via model-based approach is proposed in this paper. A stability criterion in terms of Lyapunov's direct method is derived to guarantee the stability of nonlinear multiple time-delay interconnected systems. Based on the decentralized control scheme and this criterion, a set of model-based fuzzy controllers is then synthesized via the technique of parallel distributed compensation (PDC) to stabilize the nonlinear multiple time-delay interconnected system and the HI control performance is achieved at the same time. Finally, the proposed methodology is illustrated by an example of a nonlinear TMD system.
引用
收藏
页码:1883 / 1893
页数:11
相关论文
共 44 条
[1]  
Boy S., 1994, Linear MatrixInequalities in System and Control Theory
[2]   Robust stability analysis and fuzzy-scheduling control for nonlinear systems subject to actuator saturation [J].
Cao, YY ;
Lin, ZL .
IEEE TRANSACTIONS ON FUZZY SYSTEMS, 2003, 11 (01) :57-67
[3]   An output feedback H∞ controller design for linear systems subject to sensor nonlinearities [J].
Cao, YY ;
Lin, ZL ;
Chen, BM .
IEEE TRANSACTIONS ON CIRCUITS AND SYSTEMS I-REGULAR PAPERS, 2003, 50 (07) :914-921
[4]   Robust H∞ disturbance attenuation for a class of uncertain discrete-time fuzzy systems [J].
Cao, YY ;
Frank, PM .
IEEE TRANSACTIONS ON FUZZY SYSTEMS, 2000, 8 (04) :406-415
[5]   Analysis and synthesis of nonlinear time-delay systems via fuzzy control approach [J].
Cao, YY ;
Frank, PM .
IEEE TRANSACTIONS ON FUZZY SYSTEMS, 2000, 8 (02) :200-211
[6]  
CHEN XJ, 1999, SHIJIE HUAREN XIAOHU, V7, P5
[7]  
Clough RW., 1993, Dynamics of Structures
[8]   Delay-dependent robust H∞ control of uncertain linear state-delayed systems [J].
de Souza, CE ;
Li, X .
AUTOMATICA, 1999, 35 (07) :1313-1321
[9]  
DESOUZA CE, 1999, P IEEE C DEC CONTR, V5, P4700
[10]   Design of fuzzy control systems with guaranteed stability [J].
Feng, G ;
Cao, SG ;
Rees, NW ;
Chak, CK .
FUZZY SETS AND SYSTEMS, 1997, 85 (01) :1-10