Hybrid controller for adaptive link control of industrial robots

被引:1
|
作者
Karner, J [1 ]
Janocha, H [1 ]
机构
[1] Univ Saarland, Lab Proc Automat, D-66041 Saarbrucken, Germany
关键词
knowledge based control; adaptive control systems; hybrid control; fuzzy logic;
D O I
10.1023/A:1007940906237
中图分类号
TP18 [人工智能理论];
学科分类号
081104 ; 0812 ; 0835 ; 1405 ;
摘要
This paper presents a new adaptation mechanism for a cascaded position controller. The cascaded position controller consists of P.I.D. controllers the parameters of which;Ire changed by a fuzzy lo ic adaptation mechanism. The proposed fuzzy logic adaptation mechanism is tested using the six-degree-of-freedom-robot RV 15, manufactured by Reis Robotics. Using the fuzzy logic adaptation mechanism, the cartesian position error of the tool center point can be significantly reduced by 50 %. Another enhancement of the dynamic behaviour, which can be achieved by the fuzzy logic adaptation mechanism, is to lessen the influence of different loads on the cartesian position error.
引用
收藏
页码:93 / 104
页数:12
相关论文
共 50 条
  • [31] Adaptive tuning of the fuzzy controller for robots
    Wang, SD
    Lin, CK
    FUZZY SETS AND SYSTEMS, 2000, 110 (03) : 351 - 363
  • [32] Adaptive controller design for mobile robots
    Lu, Cheng-Kai
    Huang, Yi-Che
    Lee, Cheng-Jung
    Yang, Zhijun
    ELECTRONICS LETTERS, 2014, 50 (10) : 743 - U179
  • [33] A ROBUST ADAPTIVE CONTROLLER FOR RIGID ROBOTS
    KANG, H
    DAWSON, DM
    LEWIS, FL
    VACHTSEVANOS, GJ
    PROCEEDINGS OF THE 28TH IEEE CONFERENCE ON DECISION AND CONTROL, VOLS 1-3, 1989, : 2619 - 2620
  • [34] Position-based impedance control for industrial robots with open architecture controller
    Nagata, Fusaomi
    Watanabe, Keigo
    Sato, Kazuya
    Izumi, Kiyotaka
    Suehiro, Toshinori
    Seimitsu Kogaku Kaishi/Journal of the Japan Society for Precision Engineering, 1998, 64 (04): : 552 - 556
  • [35] Indirect adaptive fuzzy control for industrial robots: A solution for contact applications
    Mendes, Nuno
    Neto, Pedro
    EXPERT SYSTEMS WITH APPLICATIONS, 2015, 42 (22) : 8929 - 8935
  • [36] MODEL-REFERENCE ADAPTIVE-CONTROL ALGORITHMS FOR INDUSTRIAL ROBOTS
    NICOSIA, S
    TOMEI, P
    AUTOMATICA, 1984, 20 (05) : 635 - 644
  • [37] Data-driven, adaptive control of servo drives for industrial robots
    Ranisch, Christopher
    Koch, Heiko
    Streul, Timm
    ELEKTROTECHNIK UND INFORMATIONSTECHNIK, 2022, 139 (02): : 250 - 259
  • [38] A Hybrid Adaptive Control Strategy for Industrial Robotic Joints
    Ren, Bin
    Wang, Yao
    Luo, Xurong
    Lozano, Rogelio
    IEEE ACCESS, 2019, 7 : 47034 - 47042
  • [39] Adaptive Hybrid Variable Impedance Control of Industrial Manipulators
    Wang, Jyun-Hsiang
    Cheng, Ming-Yang
    Chien, Shih-Hsuan
    2022 INTERNATIONAL AUTOMATIC CONTROL CONFERENCE (CACS), 2022,
  • [40] Direct Adaptive Fuzzy Sliding Mode Control for Multi-link Robots
    Mu Xiaojiang
    Ge Li
    PROCEEDINGS OF THE 2012 24TH CHINESE CONTROL AND DECISION CONFERENCE (CCDC), 2012, : 3230 - 3233