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基于贝叶斯网络的系统可靠性分析平台

敬瑞星 卢健康 赵鹏飞 张文斌

计算机工程与应用2013,Vol.49Issue(4):71-76,6.
计算机工程与应用2013,Vol.49Issue(4):71-76,6.DOI:10.3778/j.issn.1002-8331.1206-0049

基于贝叶斯网络的系统可靠性分析平台

System reliability analysis platform based on Bayesian networks

敬瑞星 1卢健康 1赵鹏飞 1张文斌2

作者信息

  • 1. 西北工业大学机电学院现代设计与集成制造技术教育部重点实验室,西安710072
  • 2. 云南电网电力研究院博士后工作站,昆明650214
  • 折叠

摘要

Abstract

Bayesian networks are an effective tool for uncertainty reasoning and analysis. In this article, a platform based on Bayesian networks for system reliability analysis optimization is presented. This platform can not only analyze reliability of a system but also analyze the importance of different parts in the whole system. So, it can forecast the influence to the system when the state of one part change, then people can put forward some methods to reduce the influence or improve the function of the system. One example of HUD proved the platform is feasibility for reliability analysis in the end of this paper.

关键词

可靠性/贝叶斯网络/重要度/平台

Key words

reliability/bayesian networks/importance measure/platform

分类

信息技术与安全科学

引用本文复制引用

敬瑞星,卢健康,赵鹏飞,张文斌..基于贝叶斯网络的系统可靠性分析平台[J].计算机工程与应用,2013,49(4):71-76,6.

基金项目

国家自然科学基金(No.71101116,No.71271170) (No.71101116,No.71271170)

航空科学基金(No.2011ZC53027). (No.2011ZC53027)

计算机工程与应用

OACSCDCSTPCD

1002-8331

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