Research on the application of impedance control in flexible grasp of picking robot

被引:1
作者
Zhuang, Min [1 ,2 ]
Li, Ge [3 ]
Ding, Kexin [2 ]
Xu, Guansheng [2 ]
机构
[1] King Mongkuts Inst Technol Ladkrabang, Coll Adv Mfg Innovat, Bangkok, Thailand
[2] Hangzhou Polytech, Sch Intelligent Mfg, 198 Gaoke Rd, Hangzhou 311402, Zhejiang, Peoples R China
[3] Zhejiang Sci Tech Univ, Sch Mech Engn, Hangzhou, Peoples R China
基金
中国国家自然科学基金;
关键词
Picking robot; impedance control; mechanical properties; parameter self-tuning; simulation analysis; GRIPPER;
D O I
10.1177/16878132231161016
中图分类号
O414.1 [热力学];
学科分类号
摘要
Aiming at the damage of fruit picking robot during the picking process, an impedance control method of picking robot with parameter self-tuning is proposed. The rheological properties of fruit during picking by manipulator were studied by Burger's viscoelasticity theory, and the variation characteristics of fruit deformation during picking, as well as the changing law between fruit contact force and deformation were obtained. On this basis, the impedance control system model of the picking manipulator is established, and the impedance controller is designed. Finally, by constructing the self-correcting change function of impedance parameters, the influence of different impedance parameters on the change of the contact force is studied, and then the control system is improved and designed. The simulation and experimental results show that the established impedance control system model can effectively realize the non-destructive grasping of fruit, and has high grasping accuracy. The expected grasping force is smoother, the overshoot of the contact force is greatly reduced, and the adjustment time is also shortened, which indicates that the control method proposed in this paper has certain application value in the control of picking robots.
引用
收藏
页数:13
相关论文
共 50 条
  • [31] Robot Grasping System and Grasp Stability Prediction Based on Flexible Tactile Sensor Array
    Li, Tong
    Sun, Xuguang
    Shu, Xin
    Wang, Chunkai
    Wang, Yifan
    Chen, Gang
    Xue, Ning
    MACHINES, 2021, 9 (06)
  • [32] APPLICATION OF BIG DATA ANALYSIS IN PATH PLANNING OF INTELLIGENT PICKING ROBOT
    Zhao, Hejun
    Nataliya, Stoyanets
    Li, Guohou
    INMATEH-AGRICULTURAL ENGINEERING, 2021, 65 (03): : 476 - 484
  • [33] Research on the vision system of lychee picking robot based on stereo vision
    Shu, Yufeng
    Zheng, Weibin
    Xiong, Changwei
    Xie, Zhongming
    JOURNAL OF RADIATION RESEARCH AND APPLIED SCIENCES, 2024, 17 (01)
  • [34] RESEARCH ON IMAGE-BASED FUZZY VISUAL SERVO FOR PICKING ROBOT
    Song Jian
    COMPUTER AND COMPUTING TECHNOLOGIES IN AGRICULTURE II, VOL 1, 2009, 293 : 751 - 760
  • [35] Impedance Control for Body Motion of Quadruped Robot
    Yi, Sooyeong
    COMPUTER APPLICATIONS FOR SECURITY, CONTROL AND SYSTEM ENGINEERING, 2012, 339 : 190 - 197
  • [36] Fuzzy Impedance Control for Robot Impact Force
    Li Jing-zheng
    Liu jia
    Yang Sheng-qiang
    Zhang Jing-jing
    Qiao Zhi-jie
    PROCEEDINGS OF THE 33RD CHINESE CONTROL AND DECISION CONFERENCE (CCDC 2021), 2021, : 340 - 344
  • [37] Impedance control system for a biped skating robot
    Li Jinliang
    Bao Jihua
    Yu Yan
    SENSORS, MEASUREMENT AND INTELLIGENT MATERIALS II, PTS 1 AND 2, 2014, 475-476 : 693 - 696
  • [38] Composite Learning Enhanced Robot Impedance Control
    Sun, Tairen
    Peng, Liang
    Cheng, Long
    Hou, Zeng-Guang
    Pan, Yongping
    IEEE TRANSACTIONS ON NEURAL NETWORKS AND LEARNING SYSTEMS, 2020, 31 (03) : 1052 - 1059
  • [39] Arm rehabilitation robot impedance control and experimentation
    Yang, Yong
    Wang, Lan
    Tong, He
    Zhang, Lixun
    2006 IEEE INTERNATIONAL CONFERENCE ON ROBOTICS AND BIOMIMETICS, VOLS 1-3, 2006, : 914 - +
  • [40] Contact force cancelation in robot impedance control by target impedance modification
    Huang, An-Chyau
    Lee, Kun-Ju
    Du, Wei-Lin
    ROBOTICA, 2023, 41 (06) : 1733 - 1748