• DocumentCode
    560422
  • Title

    Planning process families with a knowledge-based system

  • Author

    Zhang, Linda ; Xu, Qianli ; Shou, Yongyi

  • Author_Institution
    Dept. of Manage., IESEG Sch. of Manage., Lille, France
  • fYear
    2011
  • fDate
    6-9 Dec. 2011
  • Firstpage
    1815
  • Lastpage
    1820
  • Abstract
    Given the finite manufacturing resources available on a shop floor, process family planning has been well recognized as an effective means of achieving product family production efficiency. In view of the fundamental issues in process family planning and the potential of knowledge-based systems (KBSs) in solving complex problems, in this paper, we put forward a prototypical KBS to support process family planning by automatically generating production processes. The XML-based knowledge representation is adopted to alleviate the difficulties in modeling complex product and process family data and planning knowledge. To cope with constraint handling, a mechanism is designed to facilitate the generation of production rules, which model various planning constraints. Planning production processes for a truck family is used to demonstrate the potential of the prototypical KBS.
  • Keywords
    constraint handling; knowledge based systems; knowledge representation; manufacturing data processing; process planning; road vehicles; XML-based knowledge representation; constraint handling; knowledge-based system; manufacturing resource; process family planning; product family production; truck family; Data models; Data visualization; Databases; Engines; Planning; Production; XML; Petri nets; Product family; knowledge-based systems; process family;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Industrial Engineering and Engineering Management (IEEM), 2011 IEEE International Conference on
  • Conference_Location
    Singapore
  • ISSN
    2157-3611
  • Print_ISBN
    978-1-4577-0740-7
  • Electronic_ISBN
    2157-3611
  • Type

    conf

  • DOI
    10.1109/IEEM.2011.6118229
  • Filename
    6118229