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
来源
2013 13TH IRANIAN CONFERENCE ON FUZZY SYSTEMS (IFSC) | 2013年
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] Robust Mixed H2/H∞ Control Synthesis for Electro-Optical Device Line-of-Sight Stabilization System
    Degtyarev, G. L.
    Fayzutdinov, R. N.
    Spiridonov, I. O.
    Garkushcnko, V., I
    Gubaydullin, Sh, I
    12TH INTERNATIONAL CONFERENCE ON THE DEVELOPMENTS IN ESYSTEMS ENGINEERING (DESE 2019), 2019, : 73 - 76
  • [32] A robust mixed H2/H∞ based LFC of a deregulated power system including SMES
    Shayeghi, H.
    Jalili, A.
    Shayanfar, H. A.
    ENERGY CONVERSION AND MANAGEMENT, 2008, 49 (10) : 2656 - 2668
  • [33] Design and Stability Analysis of a Robust Impedance Control System for a Robot Manipulator
    Soltanpour, Mohammad Reza
    Shafiei, Seyed Ehsan
    STUDIES IN INFORMATICS AND CONTROL, 2010, 19 (01): : 5 - 16
  • [34] Wide-area damping robust H2/H∞ control strategy based on perfect regulation
    Ma, Jing
    Wang, Yuhui
    Wang, Zengping
    Yang, Qixun
    Dianli Zidonghua Shebei/Electric Power Automation Equipment, 2013, 33 (11): : 49 - 53
  • [35] Discrete-time robust H∞/H2 optimal guaranteed performance control for riser recoil
    Yue, Yuan-Long
    Sun, Shi-Long
    Zuo, Xin
    OCEAN ENGINEERING, 2024, 304
  • [36] Robust and non-fragile H2 control for linear discrete-time interval system
    Wang Wu
    Xu Guangmian
    Yang Fuwen
    Proceedings of the 24th Chinese Control Conference, Vols 1 and 2, 2005, : 535 - 537
  • [37] Mixed H2/H∞ control of multirate systems
    Toivonen, HT
    DYNAMICS OF CONTINUOUS DISCRETE AND IMPULSIVE SYSTEMS-SERIES B-APPLICATIONS & ALGORITHMS, 2001, 8 (04): : 539 - 556
  • [38] In Between the LQG/H2 - and H∞-Control Theories
    Kurdyukov, A. P.
    Andrianova, O. G.
    Belov, A. A.
    Gol'din, D. A.
    AUTOMATION AND REMOTE CONTROL, 2021, 82 (04) : 565 - 618
  • [39] A robust control with a neural network structure for uncertain robot manipulator
    Ha, IC
    Han, MC
    KSME INTERNATIONAL JOURNAL, 2004, 18 (11): : 1916 - 1922
  • [40] A robust control with a neural network structure for uncertain robot manipulator
    In-Chul Ha
    Myoung-Chul Han
    KSME International Journal, 2004, 18 : 1916 - 1922