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A framework for integrated data-supported failure and root cause analysis

delete2025-12-11
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PRE
AI
M
Mahdi Mokhtarzadeh
J
Jorge Rodríguez-Echeverría
S
Sidharta Gautama
DOI:10.1016/j.ress.2025.112099delete
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Abstract

Abstract

En 中文
• Proposing a pFMEA-based failure analysis framework for the production operational stage. • Proposing a hybrid model- and data-supported framework for failure analysis. • Suggesting a failure mode tree to integrate pFMEA knowledge with quality control data. • Using a causal Beta-Binomial Bayesian model for failure analysis and causal ranking.

Journal

R
Reliability Engineering and System Safety
IF:
11
Papers:
9.0K
Citations:
4.2W

Organization

G
Ghent University
Scholars:
5.2W
Papers: 4.5W
Citations: 5.5W