• DocumentCode
    2864805
  • Title

    Determining the shape parameter of a Weibull distribution from mechanical damage models

  • Author

    Guérin, Fabrice ; Dumon, Bernard ; Hambli, Ridha

  • Author_Institution
    ISTIA, Angers, France
  • fYear
    2001
  • fDate
    2001
  • Firstpage
    156
  • Lastpage
    160
  • Abstract
    The aim of this paper is to show that it is possible to determine the shape factor of the Weibull distribution relating to a mechanical damage model. In particular, we define the shape parameter linked to damage by limited fatigue. Also, the parameters of distribution of cycles number to failure is characterized using the limited fatigue approach by the Basquin model. After, the Weibull parameters (β and η) are estimated by the method of moments. This work is currently used for other modes in order subsequently to obtain more precise conclusions when one analyses a Weibull sheet
  • Keywords
    Weibull distribution; failure analysis; fatigue; method of moments; parameter estimation; Basquin model; Weibull distribution; Weibull parameters estimation; limited fatigue approach; log-normal distribution; mechanical damage models; method of moments; shape parameter; time to failure; Ball bearings; Corrosion; Fatigue; Gears; Log-normal distribution; Moment methods; Random variables; Shape; Tensile stress; Weibull distribution;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Reliability and Maintainability Symposium, 2001. Proceedings. Annual
  • Conference_Location
    Philadelphia, PA
  • ISSN
    0149-144X
  • Print_ISBN
    0-7803-6615-8
  • Type

    conf

  • DOI
    10.1109/RAMS.2001.902459
  • Filename
    902459