• DocumentCode
    399263
  • Title

    Multi-agent fuzzy control of operation dispatching in flexible manufacturing environments

  • Author

    Maione, Guido ; Naso, David

  • Author_Institution
    Dipt. di Elettrotecnica ed Elettronica, Politecnico di Bari, Italy
  • Volume
    2
  • fYear
    2003
  • fDate
    16-19 Sept. 2003
  • Firstpage
    755
  • Abstract
    This paper describes a negotiation algorithm for task contracting in multi-agent manufacturing systems based on fuzzy techniques. In the proposed approach, operations on raw parts are executed on the workstation with a processing priority resulting from a negotiation between the agents controlling the machine and the parts flowing in the systems. Pricing and decision criteria encompass a set of variables taking into account different aspects of the available alternatives, as processing and setup times, workload in queues, buffer saturation or starvation. The proposed approach is compared with analogous strategies derived from literature on a simulation model of a hypothetical manufacturing system that was recently proposed as benchmark for multi-agent control systems.
  • Keywords
    decision making; flexible manufacturing systems; flow shop scheduling; fuzzy control; multi-agent systems; pricing; buffer saturation; dispatching operations; flexible manufacturing environments; machine control; multiagent fuzzy control; pricing; queues; starvation; task contracting; workstation; Dispatching; Flexible manufacturing systems; Fuzzy control; Fuzzy logic; Fuzzy systems; Humans; Job shop scheduling; Manufacturing systems; Pricing; Pulp manufacturing;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Emerging Technologies and Factory Automation, 2003. Proceedings. ETFA '03. IEEE Conference
  • Print_ISBN
    0-7803-7937-3
  • Type

    conf

  • DOI
    10.1109/ETFA.2003.1248774
  • Filename
    1248774