DESIGN AND IMPLEMENTATION OF A MULTIPLE AGV SCHEDULING ALGORITHM FOR A JOB-SHOP

被引:18
|
作者
Zhao, X. F. [1 ]
Liu, H. Z. [1 ]
Lin, S. X. [1 ]
Chen, Y. K. [1 ]
机构
[1] Dongguan Univ Technol, Coll Elect Engn & Intelligentizat, Dongguan 523808, Peoples R China
关键词
Job-Shop; Automated Guided Vehicles (AGVs); Scheduling Algorithm; Path Planning; PATH; MODEL;
D O I
10.2507/IJSIMM19-1-CO2
中图分类号
T [工业技术];
学科分类号
08 ;
摘要
Considering the actual needs of the job-shop, this paper establishes an experimental platform for automated guided vehicles (AGVs) with a six-wheel dual-drive mechanical structure, and designs a multi-AGV scheduling system for unmanned factories. The scheduling system works in the following steps: Firstly, the deviation of each AGV from the magnetic strip is calculated based on the data of the magnetic sensor, and the speeds of left and right drive wheels are adjusted based on the deviation, keeping the AGV moving stably on the magnetic strip. Next, the A* algorithm is called to plan a collision-free and efficient path. Finally, the conflict points and AGV priorities are determined by comparing the paths of different AGVs, and the paths are planned again if head-on collision may happen on the conflict points. In this way, multiple AGVs can operate coordinately on the same map. The proposed multi-AGV scheduling system was proved feasible through simulation and experiments. Our system can be applied widely in manufacturing factories to replace traditional manual handling and conveyor belt transmission, reduce labour cost, and improve production efficiency.
引用
收藏
页码:134 / 145
页数:12
相关论文
共 50 条
  • [1] The Implementation and Improvements of Genetic Algorithm for Job-Shop Scheduling Problems
    Parinov, Oleg
    [J]. GECCO-2010 COMPANION PUBLICATION: PROCEEDINGS OF THE 12TH ANNUAL GENETIC AND EVOLUTIONARY COMPUTATION CONFERENCE, 2010, : 2055 - 2057
  • [2] A genetic algorithm for job-shop scheduling
    Li, Ye
    Chen, Yan
    [J]. Journal of Software, 2010, 5 (03) : 269 - 274
  • [3] Multiple colony ant algorithm for job-shop scheduling problem
    Udomsakdigool, A.
    Kachitvichyanukul, V.
    [J]. INTERNATIONAL JOURNAL OF PRODUCTION RESEARCH, 2008, 46 (15) : 4155 - 4175
  • [4] MULTIPLE CRITERIA JOB-SHOP SCHEDULING
    DECKRO, RF
    HEBERT, JE
    WINKOFSKY, EP
    [J]. COMPUTERS & OPERATIONS RESEARCH, 1982, 9 (04) : 279 - 285
  • [5] Genetic Algorithm Design and Simulation for Job-shop Scheduling Problem
    Wang, Gui Cong
    Tian, Xi Jie
    Ll, Chuan Peng
    Yang, Na Na
    [J]. MECHATRONICS AND APPLIED MECHANICS, PTS 1 AND 2, 2012, 157-158 : 1436 - 1440
  • [6] Job-shop scheduling algorithm and software implementation base on efficiency function
    Tang Linyan
    Wu Nianmei
    Zhang Tianbo
    [J]. ICCSE'2006: Proceedings of the First International Conference on Computer Science & Education: ADVANCED COMPUTER TECHNOLOGY, NEW EDUCATION, 2006, : 91 - 96
  • [7] Practical JOB-SHOP production scheduling algorithm
    Li, Hao-Lin
    [J]. Shanghai Ligong Daxue Xuebao/Journal of University of Shanghai for Science and Technology, 2002, 24 (04):
  • [8] A genetic algorithm for flexible job-shop scheduling
    Chen, HX
    Ihlow, J
    Lehmann, C
    [J]. ICRA '99: IEEE INTERNATIONAL CONFERENCE ON ROBOTICS AND AUTOMATION, VOLS 1-4, PROCEEDINGS, 1999, : 1120 - 1125
  • [9] Hybird algorithm for job-shop scheduling problem
    Chen, X
    Kong, QS
    Wu, QD
    [J]. PROCEEDINGS OF THE 4TH WORLD CONGRESS ON INTELLIGENT CONTROL AND AUTOMATION, VOLS 1-4, 2002, : 1739 - 1743
  • [10] Genetic algorithm for flexible job-shop scheduling
    Univ of Magdeburg, Magdeburg, Germany
    [J]. Proc IEEE Int Conf Rob Autom, (1120-1125):