An active failure-pursuing Kriging modeling method for time-dependent reliability analysis

•An active failure-pursuing Kriging modeling method is proposed for time-dependent reliability analysis.•An equivalent stochastic process transformation is developed to form a uniform high probability density region.•An active failure-pursing strategy is proposed to identify the most valuable sample...

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Vydáno v:	Mechanical systems and signal processing Ročník 129; s. 112 - 129
Hlavní autoři:	Jiang, Chen, Wang, Dapeng, Qiu, Haobo, Gao, Liang, Chen, Liming, Yang, Zan
Médium:	Journal Article
Jazyk:	angličtina
Vydáno:	Berlin Elsevier Ltd 15.08.2019 Elsevier BV
Témata:	Accuracy Active failure-pursuing strategy Approximation Clustering Complex systems Failure analysis Fault tolerance Iterative methods Kriging Kriging modeling Modelling Reliability analysis Sampling space partition Stochastic process transformation Stochastic processes Time dependence Time-dependent reliability analysis Sampling space partition Stochastic process transformation Kriging modeling Time-dependent reliability analysis Active failure-pursuing strategy
ISSN:	0888-3270, 1096-1216
On-line přístup:	Získat plný text
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