• DocumentCode
    2700620
  • Title

    Research on reliability assessment method based on Bootstrap method

  • Author

    Li, Yan ; Zheng, Silong ; Jiang, Huixia

  • Author_Institution
    Dept. of Missile Eng., Shijiazhuang Mech. Eng. Coll., Shijiazhuang, China
  • fYear
    2012
  • fDate
    15-18 June 2012
  • Firstpage
    871
  • Lastpage
    874
  • Abstract
    The traditional statistical method of reliability assessment based on failure data is infeasible for equipment reliability assessment in the case of small sample, especially for zero failure data. And in engineering application, the method of performance reliability assessment can be adopted, but it is also faced with the problem of insufficient performance data. The Bootstrap method can enlarge the sample number through simulation. This paper introduces the bootstrap method in the performance storage reliability assessment of components of equipment, and an example is given to show the validity and practicality of the method.
  • Keywords
    equipment evaluation; failure analysis; machine components; performance evaluation; reliability; statistical analysis; bootstrap method; engineering application; equipment reliability assessment; insufficient performance data; performance reliability assessment; performance storage reliability assessment; reliability assessment method; statistical method; zero failure data; Computer simulation; Estimation; Gaussian distribution; Histograms; Reliability engineering; Standards; bootstrap method; performance reliability assessment; small sample;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Quality, Reliability, Risk, Maintenance, and Safety Engineering (ICQR2MSE), 2012 International Conference on
  • Conference_Location
    Chengdu
  • Print_ISBN
    978-1-4673-0786-4
  • Type

    conf

  • DOI
    10.1109/ICQR2MSE.2012.6246365
  • Filename
    6246365