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
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;
Conference_Titel :
Fuzzy Systems and Knowledge Discovery (FSKD), 2013 10th International Conference on
Conference_Location :
Shenyang
DOI :
10.1109/FSKD.2013.6816215