Characterization and Modeling of Grinding Speed and Belt Wear Condition for Robotic Grinding Process

被引:2
|
作者
Yang, Hsuan-Yu [1 ,2 ]
Lian, Feng-Li [1 ,2 ]
机构
[1] Natl Taiwan Univ, Dept Elect Engn, Taipei 10617, Taiwan
[2] Ind Technol Res Inst, Mech & Mechatron Syst Res Labs, Hsinchu 31040, Taiwan
关键词
D O I
10.1109/IEEECONF49454.2021.9382666
中图分类号
TP39 [计算机的应用];
学科分类号
081203 ; 0835 ;
摘要
Nowadays, robot arms are gradually widely used in the plumbing industry due to the severe problem of labor shortage. When using robot arms to conduct the grinding process, the belt wear occurs gradually and affect the workpiece quality. In order to keep the same workpiece quality, a belt speed control system is proposed. The proposed model can compute the wear condition of the abrasive belt, judge the moment to change a new belt, and control the belt speed to maintain the same workpiece quality. Experimental results showed that the coefficient of determination of the model are all higher than 0.878, and when the belt wear affects the workpiece quality, the proposed system can update the new belt speed to ensure the workpiece quality the same within 3 rounds control.
引用
收藏
页码:66 / 71
页数:6
相关论文
共 50 条
  • [1] A MATERIAL REMOVAL MODEL FOR ROBOTIC BELT GRINDING PROCESS
    Wu, Shuihua
    Kazerounian, Kazem
    Gan, Zhongxue
    Sun, Yunquan
    [J]. MACHINING SCIENCE AND TECHNOLOGY, 2014, 18 (01) : 15 - 30
  • [2] A local process model for simulation of robotic belt grinding
    Ren, X.
    Cabaravdic, M.
    Zhang, X.
    Kuhlenkoetter, B.
    [J]. INTERNATIONAL JOURNAL OF MACHINE TOOLS & MANUFACTURE, 2007, 47 (06): : 962 - 970
  • [3] Use of machine learning models in condition monitoring of abrasive belt in robotic arm grinding process
    Surindra, Mochamad Denny
    Alfarisy, Gusti Ahmad Fanshuri
    Caesarendra, Wahyu
    Petra, Mohamad Iskandar
    Prasetyo, Totok
    Tjahjowidodo, Tegoeh
    Krolczyk, Grzegorz M.
    Glowacz, Adam
    Gupta, Munish Kumar
    [J]. JOURNAL OF INTELLIGENT MANUFACTURING, 2024,
  • [4] An Adaptive Modeling Method for a Robot Belt Grinding Process
    Song Yixu
    Lv Hongbo
    Yang Zehong
    [J]. IEEE-ASME TRANSACTIONS ON MECHATRONICS, 2012, 17 (02) : 309 - 317
  • [5] Operational Wear Resistance of a Grinding Belt
    Syreyshchikova N.V.
    Pimenov D.Y.
    Kaplonek W.
    Nadolny K.
    [J]. Russian Engineering Research, 2021, 41 (02) : 157 - 161
  • [6] MODELING WEAR PROCESS OF ELECTROPLATED CBN GRINDING WHEEL
    Yu, Tianyu
    Bastawros, Ashraf F.
    Chandra, Abhijit
    [J]. PROCEEDINGS OF THE ASME 10TH INTERNATIONAL MANUFACTURING SCIENCE AND ENGINEERING CONFERENCE, 2015, VOL 1, 2015,
  • [7] Design and Experiment of Robotic Belt Grinding System with Constant Grinding Force
    Ma, Kaiwei
    Wang, Xingsong
    Shen, Donghua
    [J]. PROCEEDINGS OF THE 2018 25TH INTERNATIONAL CONFERENCE ON MECHATRONICS AND MACHINE VISION IN PRACTICE (M2VIP), 2018, : 254 - 259
  • [8] Surfel-based surface modeling for robotic belt grinding simulation
    MUELLER Heinrich
    KUHLENKOETTER Bernd
    [J]. Journal of Zhejiang University-Science A(Applied Physics & Engineering), 2006, (07) : 1215 - 1224
  • [9] Modeling of the working accuracy for robotic belt grinding system for turbine blades
    Qi, Junde
    Zhang, Dinghua
    Li, Shan
    Chen, Bing
    [J]. ADVANCES IN MECHANICAL ENGINEERING, 2017, 9 (06):
  • [10] Design of gravity compensation and machining process for robotic belt grinding (invited)
    Peng J.
    Guo B.
    Wang S.
    Nie H.
    Meng B.
    Zhao Q.
    Zhao H.
    [J]. Hongwai yu Jiguang Gongcheng/Infrared and Laser Engineering, 2023, 52 (09):