Fuzzy Control of Double Inverted Pendulum by Using State Varieties Fusion Function

被引:0
|
作者
Zhang Shifeng [1 ]
Zhang Zhenxing [1 ]
Jin Ke [1 ]
Yang Cheng [1 ]
机构
[1] Anhui Univ Technol Maanshan, Sch Elect Engn & Informat, Anhui Maanshan 243002, Anhui, Peoples R China
关键词
fuzzy control; fusion function; double inverted pendulum; real time control;
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
The method is introduced to control the double inverted pendulum using the fuzzy controller in this paper. Model designed based on the linear state-space expression was obtained by approximating the nonlinear model for inverted pendulum, Dimensions of a fuzzy controller's input varieties are depressed by designing a fusion function which the upper pendulum's angle and angle velocity are chosen as principal components, and it can reduce the rules of fuzzy. This method can greatly simplify the designing process of fuzzy controller. Simulation and real time control experiment in the double inverted pendulum prove that this method has the effectively, fast speed, good stability and good robustness.
引用
收藏
页码:2696 / 2699
页数:4
相关论文
共 50 条
  • [41] Stabilization of an inverted flexible pendulum by fuzzy control
    Kono, Y
    Yamada, S
    Fujikawa, K
    IECON '98 - PROCEEDINGS OF THE 24TH ANNUAL CONFERENCE OF THE IEEE INDUSTRIAL ELECTRONICS SOCIETY, VOLS 1-4, 1998, : 34 - 39
  • [42] Fuzzy control based on an inverted pendulum system
    Chen Yong
    Li Huangong
    Wang Jie
    Li Yunxia
    Ai Anna
    ISTM/2007: 7TH INTERNATIONAL SYMPOSIUM ON TEST AND MEASUREMENT, VOLS 1-7, CONFERENCE PROCEEDINGS, 2007, : 3093 - 3096
  • [43] Position control of the rotary inverted pendulum using fuzzy inference engine
    Lee, IY
    Choi, BG
    Tack, HH
    Kim, MG
    Kim, CG
    Lee, BR
    Kang, SC
    Lee, SB
    KNOWLEDGE-BASED INTELLIGENT INFORMATION ENGINEERING SYSTEMS & ALLIED TECHNOLOGIES, PTS 1 AND 2, 2001, 69 : 942 - 945
  • [44] Study of Inverted Pendulum Robot Using Fuzzy Servo Control Method
    Wang, Dazhong
    Wu, Shujing
    Zhang, Liqiang
    Okubo, Shigenori
    INTERNATIONAL JOURNAL OF ADVANCED ROBOTIC SYSTEMS, 2012, 9
  • [45] Fuzzy control of an inverted pendulum using AC induction motor actuator
    Marzi, Hosein
    Proceedings of the 2006 IEEE International Conference on Computational Intelligence for Measurement Systems and Applications, 2006, : 109 - 114
  • [46] ANFIS Control Double-Inverted Pendulum
    Shen, Peng
    IAEDS15: INTERNATIONAL CONFERENCE IN APPLIED ENGINEERING AND MANAGEMENT, 2015, 46 : 895 - 900
  • [47] 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
  • [48] Neural Control Model for an Inverted Double Pendulum
    Coxe, Alexander M.
    COMPLEX SYSTEMS, 2019, 28 (02): : 239 - 249
  • [49] Cloud-Model PID Control of Double Inverted Pendulum Based on Information Fusion
    Li Hui
    Zhang Min
    Guo Chen
    PROCEEDINGS OF THE 35TH CHINESE CONTROL CONFERENCE 2016, 2016, : 574 - 578
  • [50] Robust H infinity state-feedback control of a double inverted pendulum
    Shanghai Jiaotong Daxue Xuebao, 4 (119-125):