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基于贝叶斯网络的故障树分析
引用本文:王广彦,马志军,胡起伟.基于贝叶斯网络的故障树分析[J].系统工程理论与实践,2004,24(6):78-83.
作者姓名:王广彦  马志军  胡起伟
作者单位:军械工程学院装备指挥与管理系
摘    要:文章简要阐述了贝叶斯网络的构造原理和网络信念的传播与更新,并详细说明了故障树向贝叶斯网络转化的过程,主要包括结点与事件的映射关系和联接强度与逻辑门的映射关系.最后通过一个实例说明了故障树向贝叶斯网络的转化过程,并对二者的推理功能进行了比较.

关 键 词:贝叶斯网络  故障树分析  可靠性  信念    
文章编号:1000-6788(2004)06-0078-06
修稿时间:2003年8月1日

The Fault Tree Analysis Based on Bayesian Networks
WANG Guang-yan,MA Zhi-jun,HU Qi-wei.The Fault Tree Analysis Based on Bayesian Networks[J].Systems Engineering —Theory & Practice,2004,24(6):78-83.
Authors:WANG Guang-yan  MA Zhi-jun  HU Qi-wei
Institution:Department of Management Engineering, Shijiazhuang Mechanical Engineering College
Abstract:The building of network and the propagation and update of network belief are presented, the converting of fault tree to Bayesian networks is shown, including the mapping of node to event and the mapping of connected intensity to logical gate. Finally, the converting of fault tree to Bayesian networks is illustrated according to a instance, and their reasoning functions are compared.
Keywords:Bayesian networks  fault tree analysis  reliability  belief
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