Application of Multistage Fuzzy Control to A Double Inverted Pendulum

被引:0
|
作者
Sun Qianlai [1 ]
Sun Zhiyi [1 ]
机构
[1] Taiyuan Univ Sci & Technol, Sch Elect Informat Engn, Taiyuan, Peoples R China
关键词
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
For the traditional fuzzy control to stabilize a MIMO system, the number of fuzzy rules will increase exponentially with the increasing of the input variables. The multistage fuzzy control is introduced to deal with the problem of explosion of fuzzy rules for a MIMO system. The number of fuzzy rules and the complexity of fuzzy controller design are induced largely based on the multistage structure. And it is easy to capture human expertise. A multistage fuzzy controller is designed and utilized to stabilize a double inverted pendulum as a typical MIMO system. The satisfied performance is obtained. The result of real time control shows that the multistage fuzzy control is effective and robust for a MIMO system.
引用
收藏
页码:2027 / 2030
页数:4
相关论文
共 50 条
  • [41] Auto-adjusting fuzzy control strategy with the application to the rotary inverted pendulum
    Chiu, Chih Hui
    Tsai, Wen Ru
    IMECS 2007: INTERNATIONAL MULTICONFERENCE OF ENGINEERS AND COMPUTER SCIENTISTS, VOLS I AND II, 2007, : 7 - +
  • [42] Application of Fuzzy Control Algorithm in First-order Inverted Pendulum System
    Qi, Han
    Journal of Physics: Conference Series, 2022, 2417 (01):
  • [43] Fuzzy control of inverted pendulum and concept of stability using Java']Java application
    Becerikli, Yasar
    Celik, B. Koray
    MATHEMATICAL AND COMPUTER MODELLING, 2007, 46 (1-2) : 24 - 37
  • [44] ANFIS Control Double-Inverted Pendulum
    Shen, Peng
    IAEDS15: INTERNATIONAL CONFERENCE IN APPLIED ENGINEERING AND MANAGEMENT, 2015, 46 : 895 - 900
  • [45] Fuzzy Control for Inverted Pendulum Using Fuzzy Neural Networks
    Horikawa, Shin-Ichi
    Yamaguchi, Masahiro
    Ťuruhashi, Takeshi
    Uchikawa, Voshiki
    Journal of Robotics and Mechatronics, 1995, 7 (01): : 36 - 44
  • [46] FUZZY CONTROL OF AN INVERTED PENDULUM WITH FUZZY COMPENSATION OF FRICTION FORCES
    OSTERTAG, E
    CARVALHOOSTERTAG, MJ
    INTERNATIONAL JOURNAL OF SYSTEMS SCIENCE, 1993, 24 (10) : 1915 - 1921
  • [47] Neural Control Model for an Inverted Double Pendulum
    Coxe, Alexander M.
    COMPLEX SYSTEMS, 2019, 28 (02): : 239 - 249
  • [48] Control of Double Inverted Pendulum (DIP) using Fuzzy Hybrid Adaptive Neuro Controller
    Kharola, Ashwani
    Patil, Pravin
    2014 IEEE INTERNATIONAL CONFERENCE ON COMPUTATIONAL INTELLIGENCE AND COMPUTING RESEARCH (IEEE ICCIC), 2014, : 1277 - 1283
  • [49] Double Closed-loop Fuzzy Control and VR Simulation of Single Inverted Pendulum
    Xu, Weichuan
    Chang, Xuan
    Zhang, Hesheng
    Zhu, Xiaojin
    2021 PROCEEDINGS OF THE 40TH CHINESE CONTROL CONFERENCE (CCC), 2021, : 230 - 233
  • [50] Robust adaptive fuzzy controller applied to double inverted pendulum
    Mohan, Vijay
    Rani, Asha
    Singh, Vijander
    JOURNAL OF INTELLIGENT & FUZZY SYSTEMS, 2017, 32 (05) : 3669 - 3687