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

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Published under licence by IOP Publishing Ltd
, , Citation B Sheng et al 2018 IOP Conf. Ser.: Mater. Sci. Eng. 362 012025 DOI 10.1088/1757-899X/362/1/012025

1757-899X/362/1/012025

Abstract

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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10.1088/1757-899X/362/1/012025