Research of failure prediction Bayesian network model

Zhiqiang Cai, Shudong Sun, Shubin Si, Ning Wang

科研成果: 书/报告/会议事项章节会议稿件同行评审

11 引用 (Scopus)

摘要

A failure prediction Bayesian Networks model (FPBN) is brought forward by expanding the traditional Bayesian network (BN) methodology and tailored to deal with failure prediction problems. In the FPBN model, the classification of network nodes: failure detection nodes, failure cause nodes and failure mode nodes, and the algorithm to initialize orientations of network edges are illustrated. Moreover, with the conditional probability distributions, the implementation of the FPBN model in failure mode prediction, failure cause diagnosis and failure detection efficiency analysis are also described in details. At last, the simulation case study of a helicopter convertor is carried out and the comparison results show that, the FPBN model could perform effectively under uncertainty.

源语言英语
主期刊名IE and EM 2009 - Proceedings 2009 IEEE 16th International Conference on Industrial Engineering and Engineering Management
2021-2025
页数5
DOI
出版状态已出版 - 2009
活动2009 IEEE 16th International Conference on Industrial Engineering and Engineering Management, IE and EM 2009 - Beijing, 中国
期限: 21 10月 200923 10月 2009

出版系列

姓名IE and EM 2009 - Proceedings 2009 IEEE 16th International Conference on Industrial Engineering and Engineering Management

会议

会议2009 IEEE 16th International Conference on Industrial Engineering and Engineering Management, IE and EM 2009
国家/地区中国
Beijing
时期21/10/0923/10/09

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