• DocumentCode
    480258
  • Title

    Life Prediction of Electronic Equipment Based on Optimum Model of GM(1,1)

  • Author

    Zong-run, YIN ; Xiao-Dong, Mu

  • Author_Institution
    Xi´´an Res. Inst. of Hi-Tech, Xi´´an
  • Volume
    4
  • fYear
    2008
  • fDate
    12-14 Dec. 2008
  • Firstpage
    1016
  • Lastpage
    1019
  • Abstract
    This paper studies the two aspects that affect the prediction accuracy of GM(1,1) model: the smoothness of initial sequence and the background value of grey equation. An optimum method is proposed that adopts trigonometric function to enhance the smoothness and utilize trapezium method, interpolation formula to construct the background value, an example about life prediction of electronic equipment is given to validate effectiveness of the optimum model, the prediction value is compared with a reference paper. Test shows that, this optimum model improves the prediction accuracy effectively and provides great reference value for later use.
  • Keywords
    electronic equipment testing; grey systems; life testing; reliability; remaining life assessment; electronic equipment life prediction; grey equation background value; interpolation formula; trapezium method; trigonometric function; Accuracy; Cities and towns; Computer science; Differential equations; Electronic equipment; Electronic equipment testing; Interpolation; Life testing; Predictive models; Software engineering; 1) Model; GM(1; background value; electronic equipment; life prediction; smoothness;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Computer Science and Software Engineering, 2008 International Conference on
  • Conference_Location
    Wuhan, Hubei
  • Print_ISBN
    978-0-7695-3336-0
  • Type

    conf

  • DOI
    10.1109/CSSE.2008.302
  • Filename
    4722791