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Direct fault-tree modeling of human failure event dependency in probabilistic safety assessment

Research output: Contribution to journalArticlepeer-review

7 Scopus citations

Abstract

Among the various elements of probabilistic safety assessment (PSA), human failure events (HFEs) and their dependencies are major contributors to the quantification of risk of a nuclear power plant. Currently, the dependency among HFEs is reflected using a post-processing method in PSA, wherein several drawbacks, such as limited propagation of minimal cutsets through the fault tree and improper truncation of minimal cutsets exist. In this paper, we propose a method to model the HFE dependency directly in a fault tree using the if-then-else logic. The proposed method proved to be equivalent to the conventional post-processing method while addressing the drawbacks of the latter. We also developed a software tool to facilitate the implementation of the proposed method considering the need for modeling the dependency between multiple HFEs. We applied the proposed method to a specific case to demonstrate the drawbacks of the conventional post-processing method and the advantages of the proposed method. When applied appropriately under specific conditions, the direct fault-tree modeling of HFE dependency enhances the accuracy of the risk quantification and facilitates the analysis of minimal cutsets.

Original languageEnglish
Pages (from-to)119-130
Number of pages12
JournalNuclear Engineering and Technology
Volume55
Issue number1
Early online dateJan 2023
DOIs
StatePublished - Jan 2023
Externally publishedYes

Keywords

  • Dependency
  • Fault tree
  • Human failure event
  • If-then-else logic
  • Probabilistic safety assessment

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