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
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;
Conference_Titel :
Quality, Reliability, Risk, Maintenance, and Safety Engineering (ICQR2MSE), 2012 International Conference on
Conference_Location :
Chengdu
Print_ISBN :
978-1-4673-0786-4
DOI :
10.1109/ICQR2MSE.2012.6246430