A reliability analysis framework based on time-varying Dynamic Bayesian Network

Y Liu,B Cai

doi:10.1109/ieem.2015.7385600

A reliability analysis framework based on time-varying Dynamic Bayesian Network

Y Liu, B Cai

https://doi.org/10.1109/ieem.2015.7385600

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Publication Date: Dec 1, 2015

Citations: 14

Affiliation: City University of Hong Kong, China University of Petroleum, Beijing

#Time-varying Dynamic Bayesian Network #Dynamic Bayesian Network Model + Show 8 more

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Abstract

In the last decade, Bayesian Networks have become more and more popular in solving statistical problems. This method also attracts a lot of attention in reliability analysis community. In this paper, a time-varying Dynamic Bayesian Network modeling framework which is extended from basic Dynamic Bayesian Network model is proposed to analyze the non-stationary failure process. And the model is illustrated with the availability analysis of PV power system.

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