Robust H2/H∞ Control for a Robot Manipulator Fuzzy System

被引:0
|
作者
Azimi, Vahid [1 ]
Menhaj, Mohammad Bagher [2 ]
Fakharian, Ahmad [3 ]
机构
[1] Islamic Azad Univ, Young Researchers & Elite Club, Qazvin Branch, Qazvin, Iran
[2] Amirkabir Univ Technol, Dept Elect Engn, Tehran, Iran
[3] Islamic Azad Univ, Dept Elect & Comp Engn, Qazvin Branch, Qazvin, Iran
关键词
Robust control; Multi objective H-2/H-infinity; T-S fuzzy model; LMIs; Robot manipulator;
D O I
暂无
中图分类号
TP18 [人工智能理论];
学科分类号
081104 ; 0812 ; 0835 ; 1405 ;
摘要
In this article we investigate on robust H-2/H-infinity control with regional Pole-Placement, for tool position control of a nonlinear uncertain flexible robot manipulator. First, to apply the H-2/H-infinity controller, the uncertain nonlinear system is approximated by Takagi and Sugeno's (T-S) fuzzy model. Then, an extra state (error of tracking) is augmented to the T-S model in order to improve tracking control. Based on each local linear subsystem with augmented state, a regional pole-placement state feedback H-2/H-infinity controller by using linear matrix inequality (LMI) approach is employed. Parallel Distributed Compensation (PDC) is used to design the controller for the overall system and the total linear system is obtained by using the weighted sum of the local linear systems. A fuzzy weights online computation (FWOC) component is employed to update fuzzy weights in real time for different operating point of system. Simulation results are presented to validate the effectiveness of the proposed controller like robustness and good load disturbance attenuation and accurate tracking, even in the presence of parameter variations and load disturbances on motor and tool.
引用
收藏
页数:6
相关论文
共 50 条
  • [31] Integrating identification with robust control:: A mixed H2/H∞ approach
    Wang, LP
    Goodwin, GC
    PROCEEDINGS OF THE 39TH IEEE CONFERENCE ON DECISION AND CONTROL, VOLS 1-5, 2000, : 3341 - 3346
  • [32] Robust H2/H∞ Control of Linear Markovian Jump Systems
    Bian, Min
    Guo, Qingyun
    PROCEEDINGS OF THE 2ND INTERNATIONAL CONFERENCE ON INFORMATION, ELECTRONICS AND COMPUTER, 2014, 59 : 87 - 90
  • [33] Robust Adaptive Fuzzy Control for Robot Manipulator with Uncertain Dynamics
    Chen, Yuan
    Bi, YunJun
    Gao, Jun
    AUTOMATIC CONTROL AND MECHATRONIC ENGINEERING II, 2013, 415 : 267 - +
  • [34] Adaptive fuzzy mixed H2/H∞, attitude control of spacecraft
    Chen, BS
    Wu, CS
    Jan, YW
    IEEE TRANSACTIONS ON AEROSPACE AND ELECTRONIC SYSTEMS, 2000, 36 (04) : 1343 - 1359
  • [35] Robust H∞ fuzzy saturated control of photovoltaic system
    Boubekri, Noureddine
    Saifia, Dounia
    Doudou, Sofiane
    Chadli, Mohammed
    14TH INTERNATIONAL SYMPOSIUM INTELLIGENT SYSTEMS, 2021, 186 : 95 - 108
  • [36] Output Feedback Sliding Mode Controller with H2 Performance for Robot Manipulator
    Righettini, P.
    Strada, R.
    Valilou, S.
    KhademOlama, E.
    2015 21ST INTERNATIONAL CONFERENCE ON AUTOMATION AND COMPUTING (ICAC), 2015, : 305 - 310
  • [37] A mixed H2/H∞ robust inversion based 2DOF control approach for system with uncertainty
    Peng Chao
    Zou Jianxiao
    Zhang Jian
    Zou Qingze
    PROCEEDINGS OF THE 35TH CHINESE CONTROL CONFERENCE 2016, 2016, : 4745 - 4750
  • [38] Robust mixed H2/H∞ filtering for time-delay fuzzy systems
    Lin, Yu-Cheng
    Lo, Ji-Chang
    IEEE TRANSACTIONS ON SIGNAL PROCESSING, 2006, 54 (08) : 2897 - 2909
  • [39] H∞ robust control design for an arm manipulator
    González, L
    Aguilar, L
    JOURNAL OF INTELLIGENT & ROBOTIC SYSTEMS, 2000, 27 (1-2) : 21 - 30
  • [40] H∞ Robust Control Design for an Arm Manipulator
    L. González
    L. Aguilar
    Journal of Intelligent and Robotic Systems, 2000, 27 : 21 - 30