Association rules and social network analysis for supporting failure mode effects and criticality analysis: Framework development and insights from an onshore platform

Sara Antomarioni,Filippo Emanuele Ciarapica,Maurizio Bevilacqua

Safety Science（2022）

引用 12|浏览2

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摘要

•Framework development for a data-driven FMECA.•The Association Rules are processed through the Social Network Analysis.•Connect multidimensional and multidisciplinary FMECA outputs.•Defining the event chains that are more critical as a trigger for other effects.•Detect critical patterns and locate the most influential risk nodes.

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关键词

Failure Mode Effects and Criticality Analysis,Risk-Based Maintenance,Association Rule Mining,Machine Learning,Social Network Analysis,Data-driven approach

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