Title :
A reliability analysis framework based on time-varying Dynamic Bayesian Network
Author_Institution :
Department of Systems Engineering and Engineering Management, City University of Hong Kong, China
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.
Keywords :
"Arrays","Inverters","Bayes methods","Power system dynamics","Analytical models","Power system reliability"
Conference_Titel :
Industrial Engineering and Engineering Management (IEEM), 2015 IEEE International Conference on
DOI :
10.1109/IEEM.2015.7385600
