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A hybrid process coupling hazard analysis method based on PFMEA and BN

  • Beihang University

Research output: Chapter in Book/Report/Conference proceedingConference contributionpeer-review

Abstract

The coupling of man-machine-environment is one of the important hazardous causes in complex processes, which is currently lack of effective analysis methods on the subsequent impacts. In this paper, a hybrid coupling hazard analysis method applying the core ideas of Process Failure Mode and Effects Analysis (PFMEA) and Bayesian Network (BN) is proposed to decompose and describe the complex processes, and to determine the boundary conditions. Coupling hazard model is proposed to analyze the impact on the subsequent processes. BN method is used to model the accident process and evaluate the probability of the accident. Finally, the feasibility and effectiveness of the proposed models and methods are illustrated using a product case.

Original languageEnglish
Title of host publication2017 2nd International Conference on Reliability Systems Engineering, ICRSE 2017
EditorsDongming Fan, Jun Yang, Ziyao Wang, Tingdi Zhao
PublisherInstitute of Electrical and Electronics Engineers Inc.
ISBN (Electronic)9781538609187
DOIs
StatePublished - 8 Sep 2017
Event2nd International Conference on Reliability Systems Engineering, ICRSE 2017 - Huairou, Beijing, China
Duration: 10 Jul 201712 Jul 2017

Publication series

Name2017 2nd International Conference on Reliability Systems Engineering, ICRSE 2017

Conference

Conference2nd International Conference on Reliability Systems Engineering, ICRSE 2017
Country/TerritoryChina
CityHuairou, Beijing
Period10/07/1712/07/17

Keywords

  • Bayesian network
  • coupling hazard
  • hazard analysis
  • PFMEA

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