• DocumentCode
    533207
  • Title

    Process planning knowledge discovery in the process database

  • Author

    Liu, Shunuan ; Tian, Xitian ; Zhang, Zhenming

  • Author_Institution
    Sch. of Mechatron., Nortwestern Polytech. Univ., Xi´´an, China
  • Volume
    11
  • fYear
    2010
  • fDate
    22-24 Oct. 2010
  • Abstract
    With the deep application of Computer Aided Process Planning (CAPP), a wealth of process data has been accumulated in the manufacturing enterprises. To capture the inheritable experience and knowledge about the process planning from the data, this paper presents the technology of the process knowledge discovery in the process database. After analyzing the process planning knowledge discovery flow, the key technologies are expounded, including the process data treatment technology, the process data mining technology, the process pattern evaluation technology are discussed respectively. Finally, the process planning knowledge discovery system is designed. The structure and function of this system are introduced.
  • Keywords
    computer aided manufacturing; computer aided production planning; data mining; database management systems; industrial economics; process planning; computer aided process planning; data mining technology; manufacturing enterprises; process data treatment technology; process database; process pattern evaluation technology; process planning knowledge discovery; Classification algorithms; Computers; Data mining; Data models; Databases; Manufacturing; Process planning; Data mining; Process Data Extraction; Process planning knowledge; knowledge discovery in database(KDD); process pattern evaluation;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Computer Application and System Modeling (ICCASM), 2010 International Conference on
  • Conference_Location
    Taiyuan
  • Print_ISBN
    978-1-4244-7235-2
  • Electronic_ISBN
    978-1-4244-7237-6
  • Type

    conf

  • DOI
    10.1109/ICCASM.2010.5623186
  • Filename
    5623186