DocumentCode
2825256
Title
Copulas Model for Reliability Calculation Involving Failure Correlation
Author
Tang Jiayin ; He Ping ; Wang Qin
Author_Institution
Coll. of Math., Southwest Jiaotong Univ., Chengdu, China
fYear
2009
fDate
11-13 Dec. 2009
Firstpage
1
Lastpage
4
Abstract
For the correlation structure existed in the multiple failure modes of component, we present a new theoretical method for reliability calculation involving failure correlation in mechanical systems. The static and dynamic calculation models based on Copulas theory were given. Since w-degree integral operation was substituted by w-degree difference operation, the calculation is simplified greatly. The reasonableness of Copulas reliability models was verified, and the problem of determining the correlation degree was solved successfully, thus the precision was ensured. In addition, the Copula theory verified the dynamic boundary continuity of reliability associated with correlation parameter, and the estimation method for the parameter of correlation degree was given. Finally, the results of a practical case study show the effectiveness and accuracy, by means of comparison with other methods.
Keywords
failure analysis; reliability theory; Copulas reliability models; failure correlation; mechanical systems; multiple failure modes; reliability calculation; w-degree difference operation; w-degree integral operation; Educational institutions; Helium; Laboratories; Mathematical model; Mathematics; Mechanical systems; Parameter estimation; Power measurement; Power system reliability; Reliability theory;
fLanguage
English
Publisher
ieee
Conference_Titel
Computational Intelligence and Software Engineering, 2009. CiSE 2009. International Conference on
Conference_Location
Wuhan
Print_ISBN
978-1-4244-4507-3
Electronic_ISBN
978-1-4244-4507-3
Type
conf
DOI
10.1109/CISE.2009.5363817
Filename
5363817
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