Positioning Error Compensation for Industrial Robots Based on Stiffness Modelling

被引:3
|
作者
Li, Yingjie [1 ]
Gao, Guanbin [1 ]
Liu, Fei [1 ]
机构
[1] Kunming Univ Sci & Technol, Fac Mech & Elect Engn, Kunming 650500, Yunnan, Peoples R China
基金
中国国家自然科学基金;
关键词
DYNAMIC IDENTIFICATION; SERVO MECHANISMS; FORCE; OPTIMIZATION; POSTURE;
D O I
10.1155/2020/8850751
中图分类号
O1 [数学];
学科分类号
0701 ; 070101 ;
摘要
Insufficient stiffness of industrial robots is a significant factor which affects its positioning accuracy. To improve the positioning accuracy, a novel positioning error compensation method based on the stiffness modelling is proposed in this paper. First, the positioning errors considering the end load and gravity of industrial robots due to stiffness are analyzed. Based on the results of analysis, it is found that the positioning errors can be described by two kinds of deformation errors at joints: the axial deformation error and the radial deformation error. Then, the axial deformation error is modelled by the differential relationship of kinematics equations. The model of radial deformation error is deduced through the recurrence method and rotation transformation between joints. Finally, these two models are transformed into a Cartesian coordinate system, and a positioning error compensation method based on these two models is presented. Simulations based on the finite element analysis are implemented to verify the positioning error compensation method. The results show that the suggested method can efficiently predict the positioning error according to the gravity and loads, so that the positioning accuracy of industrial robots can be improved with the proposed method.
引用
收藏
页数:13
相关论文
共 50 条
  • [1] Positioning error compensation method for industrial robots based on stacked ensemble learning
    Chen, Qizhi
    Zhang, Chengrui
    Ma, Wei
    Yang, Chen
    [J]. INTERNATIONAL JOURNAL OF ADVANCED MANUFACTURING TECHNOLOGY, 2024, 135 (1-2): : 267 - 279
  • [2] Error Sensitivity Flexibility Compensation of Joints for Improving the Positioning Accuracy of Industrial Robots
    Li, Yingjie
    Gao, Guanbin
    Na, Jing
    Xing, Yashan
    [J]. IEEE TRANSACTIONS ON AUTOMATION SCIENCE AND ENGINEERING, 2024,
  • [3] Positioning Error Calibration of Industrial Robots Based on Random Forest
    Kato, Daiki
    Yoshitsugu, Kenya
    Maeda, Naoki
    Hirogaki, Toshiki
    Aoyama, Eiichi
    Takahashi, Kenichi
    [J]. INTERNATIONAL JOURNAL OF AUTOMATION TECHNOLOGY, 2021, 15 (05) : 581 - 589
  • [4] An Investigation of Error Compensation for a 6-DoF Industrial Robot based on Neural Network and Stiffness Modelling
    Huang, Xuan
    Kong, Lingbao
    Xu, Min
    [J]. 10TH INTERNATIONAL SYMPOSIUM ON ADVANCED OPTICAL MANUFACTURING AND TESTING TECHNOLOGIES: ADVANCED OPTICAL MANUFACTURING AND METROLOGY TECHNOLOGIES, 2021, 12071
  • [5] An Error Compensation Method for Industrial Robots Based on Anisotropy Spatial Interpolation
    Wang, Xi
    Niu, Jingpeng
    Gao, Guanbin
    Na, Jing
    Xing, Yashan
    [J]. 2023 35TH CHINESE CONTROL AND DECISION CONFERENCE, CCDC, 2023, : 1 - 6
  • [6] Positional error similarity analysis for error compensation of industrial robots
    Zeng, Yuanfan
    Tian, Wei
    Liao, Wenhe
    [J]. ROBOTICS AND COMPUTER-INTEGRATED MANUFACTURING, 2016, 42 : 113 - 120
  • [7] A method for the assessment and compensation of positioning errors in industrial robots
    Ferrarini, Sergio
    Bilancia, Pietro
    Raffaeli, Roberto
    Peruzzini, Margherita
    Pellicciari, Marcello
    [J]. ROBOTICS AND COMPUTER-INTEGRATED MANUFACTURING, 2024, 85
  • [8] Stiffness Modeling of Industrial Robots for Deformation Compensation in Machining
    Schneider, Ulrich
    Momeni-K, Mahdi
    Ansaloni, Matteo
    Verl, Alexander
    [J]. 2014 IEEE/RSJ INTERNATIONAL CONFERENCE ON INTELLIGENT ROBOTS AND SYSTEMS (IROS 2014), 2014, : 4464 - 4469
  • [9] Hierarchical compensation technology for machining error of industrial robots
    Jiao J.
    Tian W.
    Zhang L.
    Li B.
    Hu J.
    [J]. Jisuanji Jicheng Zhizao Xitong/Computer Integrated Manufacturing Systems, CIMS, 2022, 28 (06): : 1627 - 1637
  • [10] Thermal behaviour of industrial robots and possibilities for error compensation
    Heisel, U
    Richter, F
    Wurst, KH
    [J]. CIRP ANNALS 1997 MANUFACTURING TECHNOLOGY, VOLUME 46/1/1997: ANNALS OF THE INTERNATIONAL INSTITUTION FOR PRODUCTION ENGINEERING RESEARCH, 1997, 46 : 283 - 286