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Data · dataset · 2022

A numerical simulation method for a repairable dynamic fault tree

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Dynamic fault trees are important tools for modeling systems with sequence failure behaviors.

Description

The Markov chain state space method is the only analytical approach for a repairable dynamic fault tree (DFT). However, this method suffers from state space explosion, and is not suitable for analyzing a large scale repairable DFT.

Furthermore, the Markov chain state space method requires the components’ time-to-failure to follow exponential distributions, which limits its application. In this study, motivated to efficiently analyze a repairable DFT, a Monte Carlo simulation method based on the coupling of minimal cut sequence set (MCSS) and its sequential failure region (SFR) is proposed. To validate the proposed method, a numerical case was studied.

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The results demonstrated that our proposed approach was more efficient than other methods and applicable for repairable DFTs with arbitrary time-to-failure distributed components. In contrast to the Markov chain state space method, the proposed method is straightforward, simple and efficient.

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Inferred from text
Civil engineering 71% · Density functional theory 65% · Simulation 75%
Provenance · 1 source records, 13 field assertions
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ScienceDB10.57760/sciencedb.0571711 d agoJSON v1
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