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
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