• DocumentCode
    2701804
  • Title

    Reliability sensitivity analysis of mechanical parts with multiple failure modes

  • Author

    Lu, Hao ; Zhang, Yimin ; Lv, Hao

  • Author_Institution
    Sch. of Mech. Eng. & Autom., Northeastern Univ., Shenyang, China
  • fYear
    2012
  • fDate
    15-18 June 2012
  • Firstpage
    1175
  • Lastpage
    1177
  • Abstract
    A reliability and reliability-based sensitivity analysis on mechanical parts with multiple failure modes is carried out in the proposed paper. Due to the unknown distributions of random variables, the first order second moment method are utilized to calculate the reliability of each failure mode. According to the characteristic that only a few failure modes occur when the parts fail, only the first three main failure modes are considered here. Based on the theory of probability and copula theory, the reliability with three failure modes are then obtained based on the built joint distribution function with selected copula function. Reliability sensitivity refers to the partial derivative of the reliability with respect to basic random variables. According to the matrix differential method, the parameters sensitivity analysis is performed. The proposed method is proved to be practical by the numerical example.
  • Keywords
    differential equations; failure analysis; mechanical engineering; method of moments; random processes; reliability; statistical distributions; copula function; copula theory; distribution function; failure mode; first order second moment method; matrix differential method; mechanical parts; parameters sensitivity analysis; partial derivative; probability; random variable distribution; reliability sensitivity analysis; Distribution functions; Joints; Reliability engineering; Reliability theory; Sensitivity analysis; Shafts; copula functions; correlation; reliability; reliability sensitivity;
  • 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.2012.6246430
  • Filename
    6246430