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
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;
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
DOI :
10.1109/CISE.2009.5363817