A novel approach to design a stable and robust fuzzy controller for a class of nonlinear system

被引:0
|
作者
Allamehzadeh, H [1 ]
Cheung, JY [1 ]
机构
[1] Eastern New Mexico Univ, Dept Elect Engn, Portales, NM 88130 USA
关键词
sliding mode control; fuzzy control; stability; robustness; insensitivity;
D O I
10.1117/12.388773
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 paper, the concept of variable structure system (VSS) with sliding mode was used to develop a fuzzy controller for a class of nonlinear system. The proposed sliding mode fuzzy controller (SMFC) preserves the fundamental property of sliding mode control that is stability and robustness in the presence of disturbances and model uncertainties. To reduce the number of design parameters in SMFC, we adopted the concept of parameterization or input-output manning factor and devised a systematic tool for analyzing and enhancing the performance of SMFC. For demonstration, we applied the SMFC to the inverted pendulum problem. Simulation results indicates that the fuzzy sliding mode control perform well in the presence of disturbances and is insensitive to the parameter variation of the system.
引用
收藏
页码:300 / 307
页数:8
相关论文
共 50 条
  • [1] Design of a stable and robust fuzzy controller for a class of nonlinear system
    Allamehzadeh, H
    Cheung, JY
    FUZZ-IEEE '96 - PROCEEDINGS OF THE FIFTH IEEE INTERNATIONAL CONFERENCE ON FUZZY SYSTEMS, VOLS 1-3, 1996, : 2150 - 2154
  • [2] A novel approach to design fuzzy sliding mode controller for a class of Nonlinear system
    Liu, Y. F.
    Miao, D.
    Yang, X. G.
    Liu, H. F.
    DYNAMICS OF CONTINUOUS DISCRETE AND IMPULSIVE SYSTEMS-SERIES B-APPLICATIONS & ALGORITHMS, 2006, 13E : 3107 - 3112
  • [3] Design of stable and robust fuzzy controller for uncertain nonlinear systems: Lyapunov's function approach
    Lam, HK
    Leung, FHF
    Tam, PKS
    IECON '97 - PROCEEDINGS OF THE 23RD INTERNATIONAL CONFERENCE ON INDUSTRIAL ELECTRONICS, CONTROL, AND INSTRUMENTATION, VOLS. 1-4, 1997, : 1046 - 1051
  • [4] Stable fuzzy adaptive robust control for a class of nonlinear system
    Wei, Li-Xin
    Chen, Zeng-Wei
    Wang, Hong-Rui
    Li, Jing
    Dianji yu Kongzhi Xuebao/Electric Machines and Control, 2008, 12 (01): : 65 - 68
  • [5] Resilient robust fuzzy controller design for a class of nonlinear systems with time delays
    Ren, Junsheng
    Liu, Lu
    WCICA 2006: SIXTH WORLD CONGRESS ON INTELLIGENT CONTROL AND AUTOMATION, VOLS 1-12, CONFERENCE PROCEEDINGS, 2006, : 3963 - +
  • [6] A stable robust adaptive controller for a class of nonlinear systems
    Abdollahi, F.
    Khorasani, K.
    PROCEEDINGS OF THE 2006 IEEE INTERNATIONAL CONFERENCE ON CONTROL APPLICATIONS, VOLS 1-4, 2006, : 1149 - 1154
  • [7] Stable robust controller inspired by the mammalian limbic system for a class of nonlinear systems
    Scola, Ignacio Rubio
    Carrillo, Luis Rodolfo Garcia
    Hespanha, Joao P.
    2020 AMERICAN CONTROL CONFERENCE (ACC), 2020, : 842 - 847
  • [8] Robust controller design for uncertain fuzzy system based on fuzzy Lyapunov approach
    Shen Yan-xia
    Zhou Ying-huan
    Proceedings of the 2007 Chinese Control and Decision Conference, 2007, : 375 - 379
  • [9] Design approach of fuzzy-based stable adaptive controller for a class of nonlinear discrete-time systems
    Zhang, Shaode
    Huazhong Ligong Daxue Xuebao/Journal Huazhong (Central China) University of Science and Technology, 2000, 28 (05): : 75 - 77
  • [10] Robust H∞ controller design for a class of nonlinear fuzzy time-delay systems
    Wang Miaoxin 1
    2.Key Lab.of Condition Monitoring and Control for Power Plant Equipment
    Journal of Systems Engineering and Electronics, 2009, 20 (06) : 1286 - 1289