• DocumentCode
    2110593
  • Title

    Reliability analysis of multidisciplinary systems by using chi-squared distributions

  • Author

    Jihong Liu ; Xiangnan An

  • Author_Institution
    Sch. of Mech. Eng. & Autom., Beihang Univ., Beijing, China
  • fYear
    2013
  • fDate
    23-25 July 2013
  • Firstpage
    321
  • Lastpage
    326
  • Abstract
    To improve the accuracy of reliability analysis in the multidisciplinary systems, a novel multidisciplinary reliability analysis method using a quadratic polynomial approximation and the chi-squared distributions is proposed in this paper. This method integrates the system analysis, sensitivity analysis, polynomial approximation and reliability analysis. The limit-state function is described by a quadratic polynomial function which can be transformed into a linear polynomial with the combination of chi-square variables by using an orthogonal transformation. Then, the probability of failure is a numerical integration of the joint Probability Density Function (PDF) over the linear failure area. By using the quadratic approximation and the chi-squared distributions, the proposed method is more accurate than the First Order Reliability Method (FORM). The effectiveness of the proposed method is demonstrated with two numerical examples.
  • Keywords
    design engineering; polynomial approximation; reliability; sensitivity analysis; statistical distributions; FORM; PDF; chi-squared distributions; first order reliability method; joint probability density function; limit-state function; linear polynomial; multidisciplinary reliability analysis method; multidisciplinary systems; orthogonal transformation; quadratic polynomial approximation; quadratic polynomial function; sensitivity analysis; system analysis; Accuracy; Approximation methods; Polynomials; Probability; Reliability engineering; Sensitivity analysis; chi-square distributions; quadratic polynomial approximation; reliability analysis; system sensitivity analysis;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Fuzzy Systems and Knowledge Discovery (FSKD), 2013 10th International Conference on
  • Conference_Location
    Shenyang
  • Type

    conf

  • DOI
    10.1109/FSKD.2013.6816215
  • Filename
    6816215