• DocumentCode
    2374206
  • Title

    An agent-based dynamic scheduling approach for flexible manufacturing systems

  • Author

    Li Nie ; Yuewei Bai ; Xiaogang Wang ; Kai Liu ; Chilan Cai

  • Author_Institution
    Sch. of Mech. & Electron. Eng., Shanghai Second Polytech. Univ., Shanghai, China
  • fYear
    2012
  • fDate
    23-25 May 2012
  • Firstpage
    59
  • Lastpage
    63
  • Abstract
    The paper presents a dynamic scheduling approach for flexible manufacturing systems (FMS). The scheduling approach is implemented based on the negotiation and collaboration between agents in a multi-agent system (MAS) which represents the FMS. Through the collaboration between the agents in the MAS, the system exhibits the behavior that response to the disruption caused by dynamic events arise randomly in FMS such as jobs arrive over time and machines breakdown in real time and globally. The scheduling and controlling process is done on-line, without interrupting the system´s operation and without user intervention. An experiment is conducted to evaluate the efficiency of the scheduling strategies exhibited by the proposed agent-based scheduling approach. The results demonstrate the superiority of the suggested scheduling approach as well as its capacity to cope with a fast changing environment.
  • Keywords
    dynamic scheduling; flexible manufacturing systems; multi-agent systems; FMS; MAS; agent-based dynamic scheduling approach; agent-based scheduling approach; agents collaboration; controlling process; dynamic events; fast changing environment; flexible manufacturing systems; machines breakdown; multiagent system; user intervention; Artificial intelligence; Awards activities; Proposals; Radio access networks; Robustness; Waste materials; Welding; dynamic scheduling; flexible manufacturing system; jobs arrive over time; machines breakdown; multi-agent system;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Computer Supported Cooperative Work in Design (CSCWD), 2012 IEEE 16th International Conference on
  • Conference_Location
    Wuhan
  • Print_ISBN
    978-1-4673-1211-0
  • Type

    conf

  • DOI
    10.1109/CSCWD.2012.6221798
  • Filename
    6221798