A self-tuning fuzzy robotic force controller

被引:0
|
作者
Bicker, R [1 ]
Hu, ZX [1 ]
Burn, K [1 ]
机构
[1] Univ Newcastle Upon Tyne, Dept Mech Engn, Newcastle Upon Tyne NE1 7RU, Tyne & Wear, England
关键词
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
Most industrial robots are controlled as position servo-based manipulators. This has made most advanced force control algorithms unpractical and difficult to implement. In this paper a position based fuzzy PID force controller is proposed to regulate contact force of a six degree of freedom industrial robot where the environment contact stiffness varies considerably. Based on a relationship between fuzzy PID and conventional PID control laws and the application of a simple fuzzy self-tuning method, the controller is tuned and satisfying experimental results have been obtained to validate its efficiency.
引用
收藏
页码:119 / 126
页数:8
相关论文
共 50 条
  • [1] A SELF-TUNING FUZZY CONTROLLER
    MAEDA, M
    MURAKAMI, S
    [J]. FUZZY SETS AND SYSTEMS, 1992, 51 (01) : 29 - 40
  • [2] A self-tuning fuzzy PD controller
    Mudi, RK
    Pal, NR
    [J]. IETE JOURNAL OF RESEARCH, 1998, 44 (4-5) : 177 - 189
  • [3] A SELF-TUNING ROBUST FUZZY CONTROLLER
    NOWE, A
    [J]. MICROPROCESSING AND MICROPROGRAMMING, 1992, 35 (1-5): : 719 - 726
  • [4] A self-tuning fuzzy PI controller
    Mudi, RK
    Pal, NR
    [J]. FUZZY SETS AND SYSTEMS, 2000, 115 (02) : 327 - 338
  • [5] Self-Tuning Fuzzy PID Controller
    Paulusova, Jana
    Orlicky, Lukas
    Dubravska, Mria
    [J]. 2013 INTERNATIONAL CONFERENCE ON PROCESS CONTROL (PC), 2013, : 304 - 308
  • [6] A HEURISTIC SELF-TUNING FUZZY CONTROLLER
    CHOU, CH
    LU, HC
    [J]. FUZZY SETS AND SYSTEMS, 1994, 61 (03) : 249 - 264
  • [7] A fuzzy self-tuning controller design
    Yu, WS
    Chiang, JW
    [J]. SOFT COMPUTING IN INTELLIGENT SYSTEMS AND INFORMATION PROCESSING, 1996, : 200 - 205
  • [8] Fuzzy Self-tuning PID Controller in SENS
    Lan, Sun
    [J]. GREEN POWER, MATERIALS AND MANUFACTURING TECHNOLOGY AND APPLICATIONS II, 2012, 214 : 765 - 770
  • [9] Fuzzy model reference self-tuning controller
    El Dessouky, A
    Tarbouchi, M
    [J]. 7TH INTERNATIONAL WORKSHOP ON ADVANCED MOTION CONTROL, PROCEEDINGS, 2002, : 153 - 158
  • [10] A Self-Tuning Fuzzy PI Temperature Controller
    Yuan, Wenju
    [J]. 2009 INTERNATIONAL CONFERENCE ON NEW TRENDS IN INFORMATION AND SERVICE SCIENCE (NISS 2009), VOLS 1 AND 2, 2009, : 336 - 338