Scheduling automated transport vehicles for material distribution systems

被引:39
|
作者
Rahman, Humyun Fuad [1 ]
Nielsen, Izabela [2 ]
机构
[1] Univ New South Wales, Sch Engn & IT, Canberra, ACT, Australia
[2] Aalborg Univ, Dept Mat & Prod, Aalborg, Denmark
关键词
ATV scheduling; Material distribution; Genetic algorithm; Iterated greedy algorithm; ITERATED GREEDY ALGORITHM; GUIDED VEHICLES; MACHINES; TIME; SELECTION; MINIMIZE; ROBOT; AGVS;
D O I
10.1016/j.asoc.2019.105552
中图分类号
TP18 [人工智能理论];
学科分类号
081104 ; 0812 ; 0835 ; 1405 ;
摘要
The rise of advanced manufacturing technology has led to enhanced, efficient material handling equipment in manufacturing and container terminal environments. In order to exploit the full potential of advanced material handling equipment in real-world industrial environments, novel scheduling approaches capable of ensuring integrated operations for multiple automated transport vehicles need to be developed. This research develops a methodology for scheduling automated transport vehicles to ensure the smooth flow of materials in production and container terminal environments. The procedure consists of a mixed-integer programming model and two meta-heuristic-based algorithms that are proposed to achieve quality schedules within a reasonable amount of time. The obtained results show a significant reduction in the earliness or lateness of material delivery tasks and an improvement in operational performance, demonstrating that the proposed approaches are capable of ensuring smooth material distribution by scheduling automated transport vehicles in an integrated manner. (C) 2019 Elsevier B.V. All rights reserved.
引用
收藏
页数:17
相关论文
共 50 条
  • [31] AGV CONTROL - THE KEY TO SUCCESSFUL TRANSPORT SYSTEMS WITH AUTOMATED GUIDED VEHICLES IN THE PRODUCTION ENVIRONMENT
    Slagboom, Sander M.
    Veeke, Hans P. M.
    van der Stappen, R.
    Lodewijks, G.
    ISC'2011: 9TH INTERNATIONAL INDUSTRIAL SIMULATION CONFERENCE, 2011, : 211 - 216
  • [32] Scheduling of automated guided vehicles for tandem quay cranes in automated container terminals
    Kong, Lingrui
    Ji, Mingjun
    Yu, Anxu
    Gao, Zhendi
    COMPUTERS & OPERATIONS RESEARCH, 2024, 163
  • [33] Could automated vehicles reduce transport energy?
    Moriarty, Patrick
    Wang, Stephen Jia
    PROCEEDINGS OF THE 9TH INTERNATIONAL CONFERENCE ON APPLIED ENERGY, 2017, 142 : 2109 - 2113
  • [34] Automated vehicles for highway operations (automated highway systems)
    Shladover, SE
    PROCEEDINGS OF THE INSTITUTION OF MECHANICAL ENGINEERS PART I-JOURNAL OF SYSTEMS AND CONTROL ENGINEERING, 2005, 219 (I1) : 53 - 75
  • [35] Distribution of Road Hazard Warning Messages to Distant Vehicles in Intelligent Transport Systems
    Calabuig, Daniel
    Martin-Sacristan, David
    Monserrat, Jose F.
    Botsov, Mladen
    Gozalvez, David
    IEEE TRANSACTIONS ON INTELLIGENT TRANSPORTATION SYSTEMS, 2018, 19 (04) : 1152 - 1165
  • [36] A multi-agent based approach to dynamic scheduling of machines and automated guided vehicles in manufacturing systems
    Erol, Rizvan
    Sahin, Cenk
    Baykasoglu, Adil
    Kaplanoglu, Vahit
    APPLIED SOFT COMPUTING, 2012, 12 (06) : 1720 - 1732
  • [37] Autonomous transport vehicles in the battery factory: Mobile systems for the material flow in the clean room
    Mau, Gunthart
    CIT Plus, 2024, 27 (06) : 44 - 47
  • [38] Scheduling and control of automated manufacturing systems
    H.-O. Günther
    T. E. Lee
    OR Spectrum, 2007, 29 : 373 - 374
  • [39] Scheduling and control of automated manufacturing systems
    Guenther, H.-O.
    Lee, T. E.
    OR SPECTRUM, 2007, 29 (03) : 373 - 374
  • [40] INTELLIGENT SCHEDULING OF AUTOMATED MACHINING SYSTEMS
    KUSIAK, A
    AHN, JY
    COMPUTER INTEGRATED MANUFACTURING SYSTEMS, 1992, 5 (01): : 3 - 14