Intelligent position/force controller for industrial robot manipulators - Application of fuzzy neural networks

被引:55
|
作者
Kiguchi, K [1 ]
Fukuda, T [1 ]
机构
[1] NAGOYA UNIV,DEPT MICRO SYST ENGN,NAGOYA,AICHI 46401,JAPAN
关键词
fuzzy neural networks; intelligent robots; manipulators; manufacturing;
D O I
10.1109/41.649935
中图分类号
TP [自动化技术、计算机技术];
学科分类号
0812 ;
摘要
An intelligent controller, which consists of an intelligent planner and an adaptive fuzzy neural position/force controller, is proposed for a robot manipulator, The proposed controller deals with the human expert knowledge and skills for planning and control, In this paper, it is applied to the task of deburring with an unknown object, The effectiveness of the proposed controller is evaluated by computer simulations.
引用
收藏
页码:753 / 761
页数:9
相关论文
共 50 条
  • [1] Position/force control of robot manipulators for geometrically unknown objects using fuzzy neural networks
    Kiguchi, K
    Fukuda, T
    IEEE TRANSACTIONS ON INDUSTRIAL ELECTRONICS, 2000, 47 (03) : 641 - 649
  • [2] Robust adaptive position and force controller design of robot manipulator using fuzzy neural networks
    Lee, Ching-Hung
    Wang, Wei-Chen
    NONLINEAR DYNAMICS, 2016, 85 (01) : 343 - 354
  • [3] Robust adaptive position and force controller design of robot manipulator using fuzzy neural networks
    Ching-Hung Lee
    Wei-Chen Wang
    Nonlinear Dynamics, 2016, 85 : 343 - 354
  • [4] Adaptive control of robot manipulators using fuzzy neural networks
    Gao, Y
    Er, MJ
    Yang, S
    IEEE TRANSACTIONS ON INDUSTRIAL ELECTRONICS, 2001, 48 (06) : 1274 - 1278
  • [5] Stability analysis of brain emotional intelligent controller with application to electrically driven robot manipulators
    Moradi Zirkohi, Majid
    IET SCIENCE MEASUREMENT & TECHNOLOGY, 2020, 14 (02) : 182 - 187
  • [6] Robust adaptive control of robot manipulators using generalized fuzzy neural networks
    Er, MJ
    Gao, Y
    IEEE TRANSACTIONS ON INDUSTRIAL ELECTRONICS, 2003, 50 (03) : 620 - 628
  • [7] ADAPTIVE TRACKING CONTROL FOR ROBOT MANIPULATORS USING FUZZY WAVELET NEURAL NETWORKS
    Mai, ThangLong
    Wang, YaoNan
    ThanhQuyen Ngo
    INTERNATIONAL JOURNAL OF ROBOTICS & AUTOMATION, 2015, 30 (01): : 26 - 39
  • [8] An optimal fuzzy-PI force/motion controller to increase industrial robot autonomy
    Mendes, Nuno
    Neto, Pedro
    Norberto Pires, J.
    Loureiro, Altino
    INTERNATIONAL JOURNAL OF ADVANCED MANUFACTURING TECHNOLOGY, 2013, 68 (1-4): : 435 - 441
  • [9] Adaptive Neural Network Control Framework for Industrial Robot Manipulators
    Khan, Gulam Dastagir
    IEEE ACCESS, 2024, 12 : 63477 - 63483
  • [10] Neural-based fuzzy logic control for robot manipulators
    Tang, J
    Kuribayashi, K
    Watanabe, K
    Goto, Z
    1998 SECOND INTERNATIONAL CONFERENCE ON KNOWLEDGE-BASED INTELLIGENT ELECTRONIC SYSTEMS, KES '98, PROCEEDINGS, VOL, 3, 1998, : 468 - 473