• DocumentCode
    3732845
  • Title

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

  • Author

    Y. Liu;B. Cai

  • Author_Institution
    Department of Systems Engineering and Engineering Management, City University of Hong Kong, China
  • fYear
    2015
  • Firstpage
    21
  • Lastpage
    25
  • 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"
  • Publisher
    ieee
  • Conference_Titel
    Industrial Engineering and Engineering Management (IEEM), 2015 IEEE International Conference on
  • Type

    conf

  • DOI
    10.1109/IEEM.2015.7385600
  • Filename
    7385600
    • Link To Document
    https://search.isc.ac/dl/search/defaultta.aspx?DTC=49&DC=3732845