H∞ Control of T-S Fuzzy Systems Using Piecewise Lyapunov Function based Switching Fuzzy Controller

被引:0
|
作者
Chen, Ying-Jen [1 ]
Ohtake, Hiroshi [2 ]
Tanaka, Kazuo [2 ]
Wang, Wen-June [1 ]
Wang, Hua O. [3 ]
机构
[1] Natl Cent Univ, Dept Elect Engn, 300 Jhongda Rd, Jhongli 32001, Taiwan
[2] Univ Electrocommun, Dept Mec Engn & Intelligent Syst, Chofu, Tokyo 1828585, Japan
[3] Boston Univ, Dept Mech Engn, Boston, MA 02215 USA
关键词
STATE-FEEDBACK CONTROLLER; QUADRATIC STABILITY; RELAXED STABILITY; STABILIZATION; DESIGN; MODEL;
D O I
10.1109/CDC.2009.5400330
中图分类号
TP [自动化技术、计算机技术];
学科分类号
0812 ;
摘要
In this study, the piecewise Lyapunov function based switching fuzzy controller is proposed to get a relaxed criterion for the H-infinity control of continuous T-S fuzzy systems. The particle swarm optimization (PSO) algorithm, which is useful for nonlinear optimization problem, is utilized with the LMI tool to get the optimal H-infinity performance due to that some conditions of the criterion are bilinear with the s-procedure parameters. The simulation results have shown the validity of the proposed H-infinity control method.
引用
收藏
页码:3087 / 3092
页数:6
相关论文
共 50 条
  • [1] Guaranteed Cost Control of T-S Fuzzy Systems using Piecewise Lyapunov Function based Switching Fuzzy Controller
    Chen, Ying-Jen
    Ohtake, Hiroshi
    Wang, Wen-June
    Tanaka, Kazuo
    Wang, Hua O.
    [J]. 2009 IEEE CONTROL APPLICATIONS CCA & INTELLIGENT CONTROL (ISIC), VOLS 1-3, 2009, : 440 - +
  • [2] Relaxed Stabilization Conditions of T-S Fuzzy Systems Using Piecewise Lyapunov Function Based Switching Fuzzy Controller
    Chen, Ying-Jen
    Ohtake, Hiroshi
    Tanaka, Kazuo
    Wang, Wen-June
    Wang, Hua O.
    [J]. 2009 IEEE INTERNATIONAL CONFERENCE ON FUZZY SYSTEMS, VOLS 1-3, 2009, : 1276 - +
  • [3] H∞ state feedback controller design for T-S fuzzy systems based on piecewise lyapunov function
    Kung, CC
    Chen, TH
    Chen, CH
    [J]. FUZZ-IEEE 2005: PROCEEDINGS OF THE IEEE INTERNATIONAL CONFERENCE ON FUZZY SYSTEMS: BIGGEST LITTLE CONFERENCE IN THE WORLD, 2005, : 708 - 713
  • [4] Relaxed Stabilization Criterion for T-S Fuzzy Systems by Minimum-Type Piecewise-Lyapunov-Function-Based Switching Fuzzy Controller
    Chen, Ying-Jen
    Ohtake, Hiroshi
    Tanaka, Kazuo
    Wang, Wen-June
    Wang, Hua O.
    [J]. IEEE TRANSACTIONS ON FUZZY SYSTEMS, 2012, 20 (06) : 1166 - 1173
  • [5] T-S Fuzzy Stochastic Bilinear Model and Fuzzy Controller Design Based on Switching Piecewise Lyapunov Functions
    Li Jiangrong
    Li Junmin
    Xia Zhile
    [J]. 2011 30TH CHINESE CONTROL CONFERENCE (CCC), 2011, : 2825 - 2829
  • [6] Relaxed stabilization criteria for discrete-time T-S fuzzy control systems based on a switching fuzzy model and piecewise Lyapunov function
    Wang, Wen-June
    Chen, Ying-Jen
    Sun, Chung-Hsun
    [J]. IEEE TRANSACTIONS ON SYSTEMS MAN AND CYBERNETICS PART B-CYBERNETICS, 2007, 37 (03): : 551 - 559
  • [7] H∞ control for T-S fuzzy systems based on Lyapunov method
    Su, Xiao-Ming
    Zheng, Wei
    [J]. Shenyang Gongye Daxue Xuebao/Journal of Shenyang University of Technology, 2009, 31 (03): : 345 - 350
  • [8] Delay-Dependent Generalized H2 Control for Discrete-Time T-S Fuzzy Systems Based on a Switching Fuzzy Model and Piecewise Lyapunov Function
    Xia, ZhiLe
    [J]. FIFTH INTERNATIONAL CONFERENCE ON FUZZY SYSTEMS AND KNOWLEDGE DISCOVERY, VOL 1, PROCEEDINGS, 2008, : 243 - 247
  • [9] Stability analysis of T-S fuzzy-model-based control systems using fuzzy Lyapunov function
    Lam, H. K.
    Narimani, M.
    Lai, J. C. Y.
    Leung, F. H. F.
    [J]. 2008 IEEE INTERNATIONAL CONFERENCE ON FUZZY SYSTEMS, VOLS 1-5, 2008, : 931 - +
  • [10] Stability analysis of discrete T-S fuzzy system based on piecewise fuzzy Lyapunov function
    Zhang, Songtao
    Li, Donghui
    [J]. DYNAMICS OF CONTINUOUS DISCRETE AND IMPULSIVE SYSTEMS-SERIES B-APPLICATIONS & ALGORITHMS, 2006, 13E : 324 - 328