Systems Engineering and Electronics ›› 2018, Vol. 40 ›› Issue (4): 948-953.doi: 10.3969/j.issn.1001-506X.2018.04.33
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LAN Jie, YUAN Hongjie, XIA Jing
Online:
Published:
Abstract:
The computational time and computational accuracy of the traditional dynamic fault tree analysis method based on discretetime Bayesian network are greatly affected by time segmentation. The calculation error of the traditional method based on the compound trapezoidal integral method is analyzed, and an improved dynamic gate transformation method is proposed to compensate its calculation error. Taking a measurement system as an example, the dynamic measurement tree and the Bayesian network are established to verify the feasibility and efficiency of the improved method. The results show that the improved method can obtain the accurate system failure probability when the time segment is small. The improved method effectively compensates the calculation error of the traditional method, improves the calculation accuracy and computational efficiency of the results, and is suitable for the complex system with all kinds of common distribution.
LAN Jie, YUAN Hongjie, XIA Jing. Improved method for dynamic fault tree analysis based on discrete time Bayesian network[J]. Systems Engineering and Electronics, 2018, 40(4): 948-953.
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URL: https://www.sys-ele.com/EN/10.3969/j.issn.1001-506X.2018.04.33
https://www.sys-ele.com/EN/Y2018/V40/I4/948