Decentralized H∞ Control for the Fuzzy Large-Scale Systems

被引：0

作者：

Liu, Xinrui ^{[1
]}

Zhang, Huaguang ^{[1
]}

Liu, Derong ^{[2
]}

机构：

[1] Northeastern Univ, Sch Informat Sci & Engn, Shenyang 110004, Liaoning, Peoples R China

[2] Univ Illinois, Dept Elect & Comp Engn, Chicago, IL 60607 USA

来源：

2006 IEEE INTERNATIONAL CONFERENCE ON FUZZY SYSTEMS, VOLS 1-5 | 2006年

基金：

中国国家自然科学基金;

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 investigates decentralized H-infinity controller design for the fuzzy large-scale systems, which are composed of a number of T-S fuzzy subsystems with interconnections. First, according to the Lyapunov direct method and the decentralized control theory of large-scale systems, a sufficient condition in the form of LMIs which guarantees the existence of state feedback H-infinity control for fuzzy large-scale systems is proposed. Second, if states are not all available, decentralized fuzzy observers are proposed to estimate the states of each subsystem for decentralized control. Consequently, the fuzzy observer-based state feedback decentralized fuzzy controllers are obtained to solve H-infinity control problem. Finally, a numerical example is given to demonstrate the fuzzy observer-based controller design procedure and its effectiveness.

引用

页码：1924 / +

页数：2

共 16 条

[1]

Cai Yong, 2005, Control and Decision, V20, P595

[2] 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

[3] Robustness design of nonlinear dynamic systems via fuzzy linear control [J].

Chen, BS ;

Tseng, CS ;

Uang, HJ .

IEEE TRANSACTIONS ON FUZZY SYSTEMS, 1999, 7 (05) :571-585

[4] DECENTRALIZED ROBUST-CONTROL SYSTEM-DESIGN FOR LARGE-SCALE UNCERTAIN SYSTEMS [J].

CHEN, YH .

INTERNATIONAL JOURNAL OF CONTROL, 1988, 47 (05) :1195-1205

[5] Robust stabilization of nonlinear multiple time-delay large-scale systems via decentralized fuzzy control [J].

Hsiao, FH ;

Hwang, JD ;

Chen, CW ;

Tsai, ZR .

IEEE TRANSACTIONS ON FUZZY SYSTEMS, 2005, 13 (01) :152-163

[6] Stability analysis of fuzzy large-scale systems [J].

Hsiao, FH ;

Hwang, JD .

IEEE TRANSACTIONS ON SYSTEMS MAN AND CYBERNETICS PART B-CYBERNETICS, 2002, 32 (01) :122-126

[7] Stability analysis of fuzzy large-scale systems with time delays in interconnections [J].

Li, CG ;

Liao, XF ;

Wang, HJ .

INTERNATIONAL JOURNAL OF GENERAL SYSTEMS, 2004, 33 (06) :621-633

[8] Approaches to quadratic stability conditions and H∞ control designs for T-S fuzzy systems [J].

Liu, XD ;

Zhang, QL .

IEEE TRANSACTIONS ON FUZZY SYSTEMS, 2003, 11 (06) :830-839

[9]

Liu XD, 2002, IEEE DECIS CONTR P, P2151, DOI 10.1109/CDC.2002.1184849

[10] H∞ fuzzy output feedback control design for nonlinear systems:: An LMI approach [J].

Nguang, SK ;

Shi, P .

IEEE TRANSACTIONS ON FUZZY SYSTEMS, 2003, 11 (03) :331-340

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