• DocumentCode
    3050609
  • Title

    A new failure mode and effects analysis model of CNC machine tool using fuzzy theory

  • Author

    Yang, Zhaojun ; Xu, Binbin ; Chen, Fei ; Hao, Qingbo ; Zhu, Xiaocui ; Jia, Yazhou

  • Author_Institution
    Coll. of Mech. Sci. & Eng., Jilin Univ., Changchun, China
  • fYear
    2010
  • fDate
    20-23 June 2010
  • Firstpage
    582
  • Lastpage
    587
  • Abstract
    Failure mode analysis is important in CNC machine tool. In order to assess the failure mode of CNC machine tool, this paper described a new fuzzy FMEA model integrating with fuzzy linguistic scale method. The model proposed a risk-space diagram to explicit the relationship of S,O and D. On the basis of the risk-space diagram, risk priority number is calculated by weighted Euclidean Distance formula and centroid defuzzification based on Alpha-level. This study is used to analysis a type of CNC lathe. Compared with the criticality ranking about another similar type of CNC lathe, the risk ranking of FMEA model revealed that the method is basically same with the actual situation. The results indicated that the fuzzy FMEA used in CNC lathe is a reasonable method corresponding to the manufacturing, and it is a validity foundation for constructing reliability design model or supporting control plan of manufacturing.
  • Keywords
    computerised numerical control; failure analysis; fuzzy set theory; lathes; Alpha-level; CNC lathe; CNC machine tool; centroid defuzzification; failure mode and effects analysis model; fuzzy linguistic scale method; fuzzy theory; risk priority number; risk-space diagram; weighted Euclidean distance formula; Automation; Computer numerical control; Euclidean distance; Failure analysis; Machine tools; Machinery production industries; Manufacturing industries; Reliability engineering; Testing; Virtual manufacturing; CNC machine tool; FMEA; fuzzy theory; risk-space diagram; weighted Euclidean Distance;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Information and Automation (ICIA), 2010 IEEE International Conference on
  • Conference_Location
    Harbin
  • Print_ISBN
    978-1-4244-5701-4
  • Type

    conf

  • DOI
    10.1109/ICINFA.2010.5512403
  • Filename
    5512403