Integrated task sequencing and path planning for robotic remote laser welding

被引:33
|
作者
Kovacs, Andras [1 ]
机构
[1] Hungarian Acad Sci, Inst Comp Sci & Control, Fraunhofer Project Ctr Prod Management & Informat, Budapest, Hungary
关键词
sequencing; path planning; travelling salesman problems; remote laser welding; manufacturing; APPROXIMATION ALGORITHMS; OPTIMIZATION; HEURISTICS;
D O I
10.1080/00207543.2015.1057626
中图分类号
T [工业技术];
学科分类号
08 ;
摘要
This paper investigates the problem of integrated task sequencing and path planning in Remote Laser Welding (RLW). It is shown that finding the appropriate order of welding tasks is crucial for exploiting the efficiency of this new joining technology, and this can be achieved only if the robot path is considered already at the time of sequencing. For modelling the problem, a novel extension of the well-know Travelling Salesman Problem with neighbourhoods and durative visits, denoted as TSP-ND, is introduced. Basic properties of this problem are formally proven, and a GRASP meta-heuristic algorithm is proposed for solving it. Extensive computational experiments demonstrate that the novel approach solves efficiently industrially relevant problems, and it achieves substantial improvement in cycle time compared to the single earlier approach in the literature dedicated to RLW, as well as compared to a decomposition approach to solving the TSP-ND model.
引用
收藏
页码:1210 / 1224
页数:15
相关论文
共 50 条
  • [1] An Efficient Algorithm for Integrated Task Sequencing and Path Planning for Robotic Remote Laser Welding
    Gorbenko, Anna
    Popov, Vladimir
    PROCEEDINGS OF THE INTERNATIONAL CONFERENCE ON NUMERICAL ANALYSIS AND APPLIED MATHEMATICS 2016 (ICNAAM-2016), 2017, 1863
  • [2] Process planning and offline programming for robotic remote laser welding systems
    Erdos, Gabor
    Kardos, Csaba
    Kemeny, Zsolt
    Kovacs, Andras
    Vancza, Jozsef
    INTERNATIONAL JOURNAL OF COMPUTER INTEGRATED MANUFACTURING, 2016, 29 (12) : 1287 - 1306
  • [3] A Framework for Task Sequencing for Redundant Robotic Remote Laser Processing Equipment Based on Redundancy Space Sampling
    Villumsen, Sigurd Lazic
    Kristiansen, Morten
    27TH INTERNATIONAL CONFERENCE ON FLEXIBLE AUTOMATION AND INTELLIGENT MANUFACTURING, FAIM2017, 2017, 11 : 1826 - 1836
  • [4] Automated task planning for industrial robots and laser scanners for remote laser beam welding and cutting
    Hatwig, J.
    Reinhart, G.
    Zaeh, M. F.
    PRODUCTION ENGINEERING-RESEARCH AND DEVELOPMENT, 2010, 4 (04): : 327 - 332
  • [5] Planning of remote laser welding processes
    Erdos, Gabor
    Kemeny, Zsolt
    Kovacs, Andras
    Vancza, Jozsef
    FORTY SIXTH CIRP CONFERENCE ON MANUFACTURING SYSTEMS 2013, 2013, 7 : 222 - 227
  • [6] A Fast Calibration of Laser Vision Robotic Welding Systems Using Automatic Path Planning
    Yang, Peiwen
    Lei, Ting
    Wu, Chaoqun
    Zhao, Song
    Hu, Jiahao
    IEEE TRANSACTIONS ON INSTRUMENTATION AND MEASUREMENT, 2022, 71
  • [7] Robotic Welding Optimization Using A* Parallel Path Planning
    Couto, Tiago
    Costa, Pedro
    Malaca, Pedro
    Marques, Daniel
    Tavares, Pedro
    OPTIMIZATION, LEARNING ALGORITHMS AND APPLICATIONS, OL2A 2021, 2021, 1488 : 357 - 364
  • [8] Path planning for robotic multi-path/multi-layer welding
    Wei, W. (worldwidewwh@163.com), 1600, Chinese Academy of Sciences (36): : 257 - 262+270
  • [9] Integrated image processing and path planning for robotic sketching
    Mohammed, A.
    Wang, L.
    Gao, R. X.
    EIGHTH CIRP CONFERENCE ON INTELLIGENT COMPUTATION IN MANUFACTURING ENGINEERING, 2013, 12 : 199 - 204
  • [10] PRM Based Motion Planning for Sequencing of Remote Laser Processing Tasks
    Villumsen, Sigurd Lazic
    Kristiansen, Morten
    27TH INTERNATIONAL CONFERENCE ON FLEXIBLE AUTOMATION AND INTELLIGENT MANUFACTURING, FAIM2017, 2017, 11 : 300 - 310