System Analysis by Mapping a Fault-tree into a Bayesian-network

被引:1
|
作者
Sheng, B. [1 ]
Deng, C. [2 ]
Wang, Y. H. [3 ]
Tang, L. H. [1 ]
机构
[1] Univ Auckland, Dept Mech Engn, Auckland, New Zealand
[2] Huazhong Univ Sci & Technol, Sch Mech Sci & Engn, Wuhan, Hubei, Peoples R China
[3] China Elect Prod Reliabil & Environm Testing Res, Guangzhou, Guangdong, Peoples R China
来源
INTERNATIONAL CONFERENCE ON SMART ENGINEERING MATERIALS (ICSEM 2018) | 2018年 / 362卷
关键词
D O I
10.1088/1757-899X/362/1/012025
中图分类号
T [工业技术];
学科分类号
08 ;
摘要
In view of the limitations of fault tree analysis in reliability assessment, Bayesian Network (BN) has been studied as an alternative technology. After a brief introduction to the method for mapping a Fault Tree (FT) into an equivalent BN, equations used to calculate the structure importance degree, the probability importance degree and the critical importance degree are presented. Furthermore, the correctness of these equations is proved mathematically. Combining with an aircraft landing gear's FT, an equivalent BN is developed and analysed. The results show that richer and more accurate information have been achieved through the BN method than the FT, which demonstrates that the BN is a superior technique in both reliability assessment and fault diagnosis.
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页数:8
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