Using multi-agent in distributed manufacturing scheduling

被引:0
|
作者
Chen, Yongqiang [1 ]
Wu, Qingming [1 ]
机构
[1] Wuhan Univ, Sch Power & Mech Engn, Wuhan, Peoples R China
关键词
agent; multi-agent system; distributed manufacturing scheduling;
D O I
暂无
中图分类号
TP18 [人工智能理论];
学科分类号
081104 ; 0812 ; 0835 ; 1405 ;
摘要
The growing complexity of manufacturing causes the complexity of manufacturing scheduling increasing. To solve dynamic scheduling of manufacturing problems, based on analyzing the technology of agent, a multi-agent based manufacturing scheduling system was presented, which was open, distributed, reconfigurable, integratable and maintainable, and the corresponding framework of system was given. The multi-agent based manufacturing scheduling system was mainly composed of three agents: task agent, resource agent and management agent. Finally, key technologies in this system were discussed in detail, and compared with traditional approaches. Via simulation, results show that multi-agent based manufacturing scheduling system has the advantages of quick responsiveness, flexibility, scalability and robustness.
引用
收藏
页码:448 / 451
页数:4
相关论文
共 50 条
  • [31] Approach to the Distributed Job Shop Scheduling Based on Multi-agent
    Zhang Yu-xian
    Li Lei
    Wang Hong
    Zhao Yan-yan
    Guo Xu
    Meng Chun-hua
    [J]. 2008 IEEE INTERNATIONAL CONFERENCE ON AUTOMATION AND LOGISTICS, VOLS 1-6, 2008, : 2031 - 2034
  • [32] A multi-agent approach to process planning and fabrication in distributed manufacturing
    Sluga, A
    Butala, P
    Bervar, G
    [J]. COMPUTERS & INDUSTRIAL ENGINEERING, 1998, 35 (3-4) : 455 - 458
  • [33] A distributed multi-agent environment for product design and manufacturing planning
    Sun, J
    Zhang, YF
    Nee, AYC
    [J]. INTERNATIONAL JOURNAL OF PRODUCTION RESEARCH, 2001, 39 (04) : 625 - 645
  • [34] A multi-agent framework for order negotiation in distributed manufacturing enterprises
    Azevedo, AL
    Sousa, JP
    Oliveira, RT
    [J]. MULTI-AGENT-SYSTEMS IN PRODUCTION, 2000, : 133 - 138
  • [35] Multi-agent based distributed manufacturing execution system model
    Yang, Hao
    Zhu, Jian-Ying
    Zhou, Na
    [J]. Transactions of Nanjing University of Aeronautics and Astronautics, 2005, 22 (01) : 16 - 22
  • [36] A combined multi-agent system for distributed multi-project scheduling problems
    Fu, Fang
    Zhou, Hong
    [J]. APPLIED SOFT COMPUTING, 2021, 107
  • [37] Multi-agent modeling and shop-scheduling of the manufacturing enterprise logistics
    Chen, Yong
    Lin, Feilong
    Bi, Na
    [J]. 2006 IEEE INTERNATIONAL CONFERENCE ON SERVICE OPERATIONS AND LOGISTICS, AND INFORMATICS (SOLI 2006), PROCEEDINGS, 2006, : 644 - +
  • [38] A multi-agent and holonic approach for intelligent scheduling in agile manufacturing environments
    Wang, YH
    Huang, F
    Yin, CW
    Tian, YT
    [J]. PROCEEDINGS OF THE 4TH WORLD CONGRESS ON INTELLIGENT CONTROL AND AUTOMATION, VOLS 1-4, 2002, : 3071 - 3075
  • [39] Application of genetic algorithms to a manufacturing industry scheduling multi-agent system
    Solari, Maria de los Angeles
    Ocampo, Ernesto
    [J]. INNOVATIVE ALGORITHMS AND TECHNIQUES IN AUTOMATION, INDUSTRIAL ELECTRONICS AND TELECOMMUNICATIONS, 2007, : 263 - 268
  • [40] Dynamic scheduling of tasks in cloud manufacturing with multi-agent reinforcement learning
    Wang, Xiaohan
    Zhang, Lin
    Liu, Yongkui
    Li, Feng
    Chen, Zhen
    Zhao, Chun
    Bai, Tian
    [J]. JOURNAL OF MANUFACTURING SYSTEMS, 2022, 65 : 130 - 145