• DocumentCode
    2592235
  • Title

    Recycling cell formation using group technology for disposal products

  • Author

    Park, J.H. ; Seo, K.K. ; Jang, D.S.

  • Author_Institution
    CAD/CAM Res. Center, Korea Inst. of Sci. & Technol., Seoul, South Korea
  • fYear
    1999
  • fDate
    1-3 Feb 1999
  • Firstpage
    830
  • Lastpage
    835
  • Abstract
    The recycling cell formation problem means that disposal products are classified into recycling part families using group technology in their end of life phase. Disposal products have the uncertainties of product status by usage influences. Recycling cells are formed considering design, process and usage attributes. In this paper, a novel approach to the design of a cellular recycling system is proposed, which deals with the recycling cell formation and assignment of identical products concurrently. Fuzzy clustering and fuzzy-ART algorithms are applied to describe the states of disposal product with the membership functions and to make recycling cell formation. This approach leads to recycling and reuse of the materials, components, and subassemblies and can evaluate the value at each cell of disposal products. Application examples are illustrated by disposal refrigerators, comparing fuzzy clustering with fuzzy-ART performance in cell formation
  • Keywords
    ART neural nets; engineering computing; fuzzy neural nets; fuzzy set theory; recycling; refrigerators; unsupervised learning; adaptive resonance theory neural network; cellular recycling system; components recycling; components reuse; design attributes; disposal product states; disposal products; disposal refrigerators; end of life phase; fuzzy clustering algorithm; fuzzy-ART algorithm; group technology; identical products assignment; materials recycling; materials reuse; process attributes; recycling cell formation; recycling part families; subassemblies recycling; subassemblies reuse; unsupervised learning; usage attributes; CADCAM; Clustering algorithms; Computer aided manufacturing; Group technology; Industrial engineering; Process design; Protection; Recycling; Refrigerators; Uncertainty;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Environmentally Conscious Design and Inverse Manufacturing, 1999. Proceedings. EcoDesign '99: First International Symposium On
  • Conference_Location
    Tokyo
  • Print_ISBN
    0-7695-0007-2
  • Type

    conf

  • DOI
    10.1109/ECODIM.1999.747724
  • Filename
    747724