Identification and control based on Sugeno's fuzzy model

被引:0
|
作者
Li, Shaoyuan
Wang, Qunxian
Li, Huanzhi
Chen, Zengqiang
Yuan, Zhuzhi
机构
来源
关键词
Control theory - Identification (control systems) - Nonlinear control systems;
D O I
暂无
中图分类号
TP [自动化技术、计算机技术];
学科分类号
0812 ;
摘要
A new identification method of Sugeno's fuzzy model and parallel design for nonlinear system control were presented. In Sugeno's system identification, the premise identification can be separated from the consequential identification by fuzzy cluster method to simplify the calculation. In fact, the Sugeno's fuzzy model is a local linear model of the dynamical nonlinear control system, A parallel design method was proposed, and the total control law can be obtained by fuzzy inference. An inverted pendulum system control example was given to show the effectiveness.
引用
收藏
页码:488 / 492
相关论文
共 50 条
  • [21] Fuzzy Model Predictive Control Using Takagi-Sugeno Model
    Van Sy, Mai
    Minh, Phan Xuan
    2008 INTERNATIONAL CONFERENCE ON CONTROL, AUTOMATION AND SYSTEMS, VOLS 1-4, 2008, : 551 - 556
  • [22] Fuzzy model-based predictive control using Takagi-Sugeno models
    Roubos, JA
    Mollov, S
    Babuska, R
    Verbruggen, HB
    INTERNATIONAL JOURNAL OF APPROXIMATE REASONING, 1999, 22 (1-2) : 3 - 30
  • [23] Modeling and Control for an Aero-Engine Based on the Takagi-Sugeno Fuzzy Model
    Wang, Weixuan
    Peng, Jingbo
    Zhang, Yu
    AEROSPACE, 2023, 10 (06)
  • [24] Takagi-Sugeno Fuzzy Model-Based Control of Spacecraft with Flexible Appendage
    Ayoubi, Mohammad A.
    Sendi, Chokri
    JOURNAL OF THE ASTRONAUTICAL SCIENCES, 2014, 61 (01): : 40 - 59
  • [25] Fuzzy model-based predictive control using Takagi-Sugeno models
    Roubos, J.A.
    Mollov, S.
    Babuška, R.
    Verbruggen, H.B.
    International Journal of Approximate Reasoning, 1999, 22 (01): : 3 - 30
  • [26] Model-predictive control based on Takagi-Sugeno fuzzy model for electrical vehicles delayed model
    Khooban, Mohammad Hassan
    Vafamand, Navid
    Niknam, Taher
    Dragicevic, Tomislav
    Blaabjerg, Frede
    IET ELECTRIC POWER APPLICATIONS, 2017, 11 (05) : 918 - 934
  • [27] Optimal fuzzy tracking control with obstacles avoidance for a mobile robot based on Takagi-Sugeno fuzzy model
    Akka, Khaled
    Khaber, Farid
    TRANSACTIONS OF THE INSTITUTE OF MEASUREMENT AND CONTROL, 2019, 41 (10) : 2772 - 2781
  • [28] New Optimal Approach for the Identification of Takagi-Sugeno Fuzzy Model
    Jimenez, Agustin
    Al-Hadithi, Basil M.
    Matia, Fernando
    PROCEEDINGS OF THE 4TH WSEAS/IASME INTERNATIONAL CONFERENCE ON DYNAMICAL SYSTEMS AND CONTROLS, 2008, : 201 - 208
  • [29] Research on Sliding Mode Fuzzy Control based on Sugeno type fuzzy inference
    Pang, HP
    Meng, QC
    Ge, Y
    ISTM/2005: 6th International Symposium on Test and Measurement, Vols 1-9, Conference Proceedings, 2005, : 1496 - 1500
  • [30] Nonlinear Model Following Control via Takagi-Sugeno Fuzzy Model
    Taniguchi, Tadanari
    Tanaka, Kazuo
    Journal of Advanced Computational Intelligence and Intelligent Informatics, 1999, 3 (02): : 68 - 74