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.
['Yahua Liu', 'Baoping Cai']
A reliability analysis framework based on time-varying Dynamic Bayesian Network