• DocumentCode
    441878
  • Title

    A SA-based method for developing modular product family

  • Author

    Wang, Hai-Jun ; Zhang, Qiang ; Zhao, Ting-ting

  • Author_Institution
    Liaoning Key Lab of Intelligent Inf. Process., Dalian Univ., China
  • Volume
    4
  • fYear
    2005
  • fDate
    18-21 Aug. 2005
  • Firstpage
    2483
  • Abstract
    Modular design technologies play a vital role in the success of mass customization. A method based on SA (simulated annealing) algorithm for developing modular product family is presented in this article. Combining the functional, physical and assistant characteristics, the fuzzy relationship among components is quantitatively described. The analytic hierarchy process (AHP) is then used to distribute weights for the establishment of fuzzy relationship matrix. A simulated annealing technique is further applied to optimize the objective function typified by maximizing the sum of similarities among components, so as to obtain the optimal modular product family. Finally, a case of speed reducer is given to validate the process of modularizing product family.
  • Keywords
    decision making; fuzzy set theory; product customisation; product design; simulated annealing; SA-based method; analytic hierarchy process; fuzzy relationship; mass customization; modular design technology; modular product family; simulated annealing algorithm; speed reducer; Assembly; Design methodology; Educational technology; Information processing; Laboratories; Machining; Manufacturing; Mass customization; Product design; Simulated annealing; Mass customization; modular design; product family; simulated annealing;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Machine Learning and Cybernetics, 2005. Proceedings of 2005 International Conference on
  • Conference_Location
    Guangzhou, China
  • Print_ISBN
    0-7803-9091-1
  • Type

    conf

  • DOI
    10.1109/ICMLC.2005.1527361
  • Filename
    1527361