A multi-agent based framework for maintenance resource scheduling decision

被引:0
|
作者
Cui, Bowen [1 ]
Wang, Zili [1 ]
Feng, Qiang [1 ]
Ren, Yi [1 ]
Sun, Bo [1 ]
Yang, Dezhen [1 ]
机构
[1] Beihang Univ, Sch Reliabil & Syst Engn, Beijing, Peoples R China
关键词
spare parts; maintenance workers; lateral transshipment; emergency transshipment; INVENTORY; TRANSSHIPMENTS; OPTIMIZATION; SYSTEMS;
D O I
10.1109/SDPC.2018.00103
中图分类号
TP [自动化技术、计算机技术];
学科分类号
0812 ;
摘要
In this paper, we develop a model of maintenance resource scheduling for a two-echelon, multi-component, multi-depot system using agent-based method. The maintenance resource, spare parts and maintenance workers can be transported in lateral or emergency channel. We have defined the maintenance resource demand mechanism, maintenance resource scheduling process and cost function, which comprises three elements, inventory holding costs, maintenance cost, and shortage costs. Finally, we take a two-echelon, three components, three inventory depots system for example to verify the model effective, among this, Fixed-pair and Nearest distance resource selection criteria are used to select maintenance resource.
引用
收藏
页码:527 / 530
页数:4
相关论文
共 50 条
  • [1] A distributed hospital resource scheduling system using a multi-agent framework
    Deshpande, U
    Gupta, A
    Basu, A
    IETE TECHNICAL REVIEW, 2001, 18 (04): : 263 - 275
  • [2] Multi-agent based framework for dynamic scheduling system
    Zhang, Xiao-Dong
    Wang, Qian
    Li, Xiao-Ping
    PROCEEDINGS OF 2007 INTERNATIONAL CONFERENCE ON MACHINE LEARNING AND CYBERNETICS, VOLS 1-7, 2007, : 3838 - 3843
  • [3] A distributed hospital resource scheduling system using a multi-agent framework
    Deshpande, Umesh
    Gupta, Arobinda
    Basu, Anupam
    IETE Technical Review (Institution of Electronics and Telecommunication Engineers, India), 2001, 18 (04): : 263 - 275
  • [4] A multi-agent system for distributed maintenance scheduling
    Hedjazi, Djalal
    Layachi, Fateh
    Boubiche, Djallel Eddine
    COMPUTERS & ELECTRICAL ENGINEERING, 2019, 77 : 1 - 11
  • [5] A discrete part manufacture scheduling framework based on multi-agent
    Wang, Zhanjie
    Li, Xian
    Tian, Ju
    DCABES 2007 PROCEEDINGS, VOLS I AND II, 2007, : 756 - 759
  • [6] A multi-agent based dynamic scheduling framework for virtual enterprises
    Niu, S. H.
    Ong, S. K.
    Nee, A. Y. C.
    INNOVATIVE DEVELOPMENTS IN DESIGN AND MANUFACTURING: ADVANCED RESEARCH IN VIRTUAL AND RAPID PROTOTYPING, 2010, : 587 - +
  • [7] Multi-agent system for resource allocation and scheduling
    Gorodetski, V
    Karsaev, O
    Konushy, V
    MULTI-AGENT SYSTEMS AND APPLICATIONS III, PROCEEDINGS, 2003, 2691 : 236 - 246
  • [8] Bus maintenance scheduling using multi-agent systems
    Zhou, R
    Fox, B
    Lee, HP
    Nee, AYC
    ENGINEERING APPLICATIONS OF ARTIFICIAL INTELLIGENCE, 2004, 17 (06) : 623 - 630
  • [9] Multi-agent based decision mechanism for distributed meeting scheduling system
    Ashir, A
    Joo, KH
    Kinoshita, T
    Shiratori, N
    1997 INTERNATIONAL CONFERENCE ON PARALLEL AND DISTRIBUTED SYSTEMS, PROCEEDINGS, 1997, : 275 - 280
  • [10] Multi-agent technology for planning, scheduling, and resource allocation
    Gorodetski, V
    Lebedev, A
    INTERNATIONAL CONFERENCE ON MULTI-AGENT SYSTEMS, PROCEEDINGS, 1998, : 429 - 430