• DocumentCode
    1862574
  • Title

    Intelligent-agent based approach for assembly automation

  • Author

    Merdan, Munir ; Koppensteiner, Gottfried ; Zoitl, Alois ; Hegny, Ingo

  • Author_Institution
    Autom. & Control Inst. (ACIN), Vienna Univ. of Technol., Vienna
  • fYear
    2008
  • fDate
    25-27 June 2008
  • Firstpage
    13
  • Lastpage
    19
  • Abstract
    The assembly process used by most manufacturers today is based on disconnected ordering, scheduling as well as execution processes, and lacks on agility needed for enterprise-wide integration. This paper presents a knowledge-based multi-agent framework to enhance the agility in assembly systems. Agents with specialized expertise and high level of autonomy cooperate together to accomplish individual, as well as system objectives. In order to increase system flexibility and adaptability negotiation mechanisms for task allocation have been applied. An ontology is used to support ldquounderstandingrdquo between agents during the communication, as well as to define the domain entities and relations between them. This research demonstrates the feasibility of our approach and its efficiency in dynamic situations.
  • Keywords
    assembling; knowledge based systems; multi-agent systems; ontologies (artificial intelligence); resource allocation; scheduling; assembly automation; disconnected ordering; enterprise-wide integration; intelligent agent; knowledge-based multi-agent framework; negotiation mechanism; ontology; scheduling; system adaptability; system flexibility; task allocation; Assembly systems; Automatic control; Control systems; Costs; Job shop scheduling; Manufacturing automation; Manufacturing industries; Manufacturing processes; Ontologies; Production systems;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Soft Computing in Industrial Applications, 2008. SMCia '08. IEEE Conference on
  • Conference_Location
    Muroran
  • Print_ISBN
    978-1-4244-3782-5
  • Electronic_ISBN
    978-4-9904-2590-6
  • Type

    conf

  • DOI
    10.1109/SMCIA.2008.5045928
  • Filename
    5045928