• DocumentCode
    3324281
  • Title

    A case-based reasoning system for mechanical design

  • Author

    Liu Jia-li ; Yan Xiang-bin ; Qi Wei ; Li Yi-jun

  • Author_Institution
    Sch. of Manage., Harbin Inst. of Technol., Harbin
  • fYear
    2008
  • fDate
    10-12 Sept. 2008
  • Firstpage
    585
  • Lastpage
    590
  • Abstract
    Mechanical design, mainly depending on the expert experience, is a complicated, uncertain and unstructured activity. Although mechanical products can be designed by skilled designers, the design process is still time-consuming and experience-dependent. To solve this problem, this paper develops a system applying case-based reasoning (CBR) methodology to support mechanical design process. In the CBR system, the case-base is divided into two parts, one is standard case-base and the other is design case-base, which can improve the matching efficiency of the standardization parts. A retrieval algorithm integrated with the clustering technique is proposed to locate the similar cases in the case-base. In addition, a test case-base is proposed to illustrate the feasibility of the CBR system.
  • Keywords
    CAD; case-based reasoning; mechanical engineering computing; mechanical products; product design; case-based reasoning system; clustering technique; design process; mechanical design; mechanical products; retrieval algorithm; Algorithm design and analysis; Clustering algorithms; Conference management; Decision support systems; Engineering management; Machinery; Mechanical products; Process design; Product design; Technology management; case-based reasoning; clustering algorithm; mechanical design; retrieval mechanism;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Management Science and Engineering, 2008. ICMSE 2008. 15th Annual Conference Proceedings., International Conference on
  • Conference_Location
    Long Beach, CA
  • Print_ISBN
    978-1-4244-2387-3
  • Electronic_ISBN
    978-1-4244-2388-0
  • Type

    conf

  • DOI
    10.1109/ICMSE.2008.4668973
  • Filename
    4668973