• DocumentCode
    709871
  • Title

    Understanding the underlying degradation physics for proper time-to-failure distribution selection

  • Author

    McPherson, J.W.

  • Author_Institution
    McPherson Reliability Consulting LLC, Plano, TX, USA
  • fYear
    2015
  • fDate
    19-23 April 2015
  • Abstract
    A methodology is presented for generating the appropriate time-to-failure probability density function (pdf) for any arbitrary degradation-rate time dependence. The methodology presented serves to establish the critically important statistical link between material degradation-rate and device failure-rate. No longer does the reliability engineer need to simply choose between either Weibull or log-normal pdf.
  • Keywords
    Weibull distribution; failure analysis; log normal distribution; probability; semiconductor device reliability; statistical analysis; Weibull PDF; arbitrary degradation-rate time dependence; degradation physics; device failure-rate; log-normal PDF; material degradation-rate; proper time-to-failure distribution selection; statistical link; time-to-failure probability density function; Degradation; Generators; Metals; Probability density function; Stress; Weibull distribution; Probability density function; Weibull distribution; degradation rate; depletion rate; lognormal distribution;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Reliability Physics Symposium (IRPS), 2015 IEEE International
  • Conference_Location
    Monterey, CA
  • Type

    conf

  • DOI
    10.1109/IRPS.2015.7112798
  • Filename
    7112798