Self Tuning Fuzzy Controller of Nonlinear Systems

被引：0
|
作者：
Sahraoui, Mustapha [1 ]
Salem, Mohammed [1 ]
Khelfi, Med Faycal [2 ]
机构：
[1] Univ Mascara, Fac Sci & Technol, Mascara, Algeria
[2] Univ Oran Senia, Fac Sci, RIIR Lab, oran, Algeria
来源：
2012 6TH INTERNATIONAL CONFERENCE ON SCIENCES OF ELECTRONICS, TECHNOLOGIES OF INFORMATION AND TELECOMMUNICATIONS (SETIT) | 2012年
关键词：
Artificial Intelligence; STFIS (Self Tuning Fuzzy Inference System); neuro-fuzzy networks; neural networks; nonlinear system; control;
D O I：
暂无
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：
The present paper is dedicated for the presentation and implementation of an optimized technique allowing an on-line adjustment of the fuzzy controller parameters. Indeed, we have obtained an on-line optimized zero order Takagi-Sugeno type FIS. This method is simple and safe since, it leads to very quick and efficient optimization technique. A comparison between the STFIS (Self Tuning Fuzzy Inference System) and PID controller's gives the improvement of the ability in sense of adaptation among the presence of noise of neuro-fuzzy controller.
引用
收藏
页码：912 / 915
页数：4
相关论文
共 50 条
  • [1] A hierarchical self-tuning fuzzy controller for general nonlinear systems with stability analysis
    Xu, Chengying
    Shin, Yung C.
    3RD INT CONF ON CYBERNETICS AND INFORMATION TECHNOLOGIES, SYSTEMS, AND APPLICAT/4TH INT CONF ON COMPUTING, COMMUNICATIONS AND CONTROL TECHNOLOGIES, VOL 3, 2006, : 101 - +
  • [2] A self tuning fuzzy controller
    Pandey, SK
    COMPUTATIONAL INTELLIGENCE: THEORY AND APPLICATIONS, 1997, 1226 : 343 - 362
  • [3] A Robust Self-Tuning Fuzzy Controller for Integrating Systems
    Rani De , Ritu
    Mudi, Rajani K.
    2012 2ND INTERNATIONAL CONFERENCE ON POWER, CONTROL AND EMBEDDED SYSTEMS (ICPCES 2012), 2012,
  • [4] Design of self tuning fuzzy controllers for nonlinear systems
    Jain, Rajni
    Sivakumaran, N.
    Radhakrishnan, T. K.
    EXPERT SYSTEMS WITH APPLICATIONS, 2011, 38 (04) : 4466 - 4476
  • [5] Robust self-tuning PID controller for nonlinear systems
    Tan, KK
    Huang, S
    Ferdous, R
    IECON'01: 27TH ANNUAL CONFERENCE OF THE IEEE INDUSTRIAL ELECTRONICS SOCIETY, VOLS 1-3, 2001, : 758 - 763
  • [6] Robust self-tuning PID controller for nonlinear systems
    Tan, KK
    Huang, S
    Ferdous, R
    JOURNAL OF PROCESS CONTROL, 2002, 12 (07) : 753 - 761
  • [7] Self-tuning controller for nonlinear inertial stabilization systems
    Li, B
    Hullender, D
    IEEE TRANSACTIONS ON CONTROL SYSTEMS TECHNOLOGY, 1998, 6 (03) : 428 - 434
  • [8] Self-tuning controller for nonlinear inertial stabilization systems
    Li, B
    Hullender, D
    ACQUISITION, TRACKING, AND POINTING X, 1996, 2739 : 229 - 241
  • [9] A SELF-TUNING FUZZY CONTROLLER
    MAEDA, M
    MURAKAMI, S
    FUZZY SETS AND SYSTEMS, 1992, 51 (01) : 29 - 40
  • [10] A self-tuning fuzzy controller for a class of multi-input multi-output nonlinear systems
    Xu, Chengying
    Shin, Yung C.
    ENGINEERING APPLICATIONS OF ARTIFICIAL INTELLIGENCE, 2011, 24 (02) : 238 - 250
12345