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  • 标题:Real Time Reliability Evaluation and Residual Life Prediction for Individual Product based on Gamma Degradation Process
  • 本地全文:下载
  • 作者:Huibing Hao ; Chunping Li
  • 期刊名称:Engineering Letters
  • 印刷版ISSN:1816-093X
  • 电子版ISSN:1816-0948
  • 出版年度:2019
  • 卷号:27
  • 期号:2
  • 页码:385-389
  • 出版社:Newswood Ltd
  • 摘要:In this paper, a real time reliability evaluationand residual life prediction methods for an individual productbased on Gamma degradation process are studied. In order toobtain the real time reliability assessment, a conditionalreliability model is established and a Bayesian updating theoryis used to update the model parameters. In order to obtain theresidual life of individual product, the lifetime distribution isapproximated by using a Birnbaum-Saunders distribution.Considering the model is very complicated, the estimators of theunknown parameters are obtained via Markov Chain MonteCarlo method. At last, a numerical example about laser deviceis given to verify the validity of the present model and method.
  • 关键词:Gamma process; Residual life; Bayesian;method; Real time reliability Evaluation
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