• DocumentCode
    641204
  • Title

    Rule-based composition of intelligent mechatronic components in manufacturing systems using prolog

  • Author

    Sorouri, M. ; Vyatkin, Valeriy ; Salcic, Zoran

  • Author_Institution
    Univ. of Auckland, Auckland, New Zealand
  • fYear
    2013
  • fDate
    29-31 July 2013
  • Firstpage
    242
  • Lastpage
    247
  • Abstract
    This paper proposes a rule-based approach for automatic configuration of mechatronic components in a novel agent-based manufacturing automation architecture known as MIRA, implemented using Prolog. Through this method, MIRAs are enriched with semantic knowledge representation and, based on that, perform some reasoning and decision making (both at the design stage and even during the operation) to achieve the desired goals. This approach is illustrated in a simple case study in which composition of a reconfigurable pick-and-place robot with various linear cylinders is achieved through rule-based reasoning.
  • Keywords
    PROLOG; industrial robots; knowledge based systems; knowledge representation; manufacturing systems; multi-agent systems; production engineering computing; MIRA; Prolog; agent-based manufacturing automation architecture; decision making; intelligent mechatronic components; manufacturing systems; mechatronic component automatic configuration; reconfigurable pick-and-place robot; rule-based composition; rule-based reasoning; semantic knowledge representation; Cognition; Manufacturing; Mechatronics; Ontologies; Robot kinematics; Semantics;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Industrial Informatics (INDIN), 2013 11th IEEE International Conference on
  • Conference_Location
    Bochum
  • Type

    conf

  • DOI
    10.1109/INDIN.2013.6622889
  • Filename
    6622889