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ベイズ流イベントツリー解析×故障モード影響解析 (FMEA)×
分野実験計画法実験計画法
系統Process / pipelineProcess / pipeline
提唱年ETA: 1960s–1970s; Bayesian extension: 1990s–2000s1949 (military); widespread industrial adoption 1970s–1980s
提唱者H.E. Watson (Bell Labs, fault tree); ETA formalized via US Nuclear Regulatory Commission; Bayesian extension developed in reliability and risk engineering communitiesU.S. Military / NASA (formalized by MIL-P-1629, 1949)
種類Probabilistic risk and reliability analysis techniqueProactive risk analysis technique
原典Bearfield, G., & Marsh, W. (2005). Generalising event trees using Bayesian networks with a case study of train derailment. In G. Windeknecht et al. (Eds.), Proceedings of the 13th Safety-Critical Systems Symposium. Springer. link ↗Stamatis, D. H. (2003). Failure Mode and Effect Analysis: FMEA from Theory to Execution (2nd ed.). ASQ Quality Press. ISBN: 978-0873895989
別名Bayesian ETA, B-ETA, Probabilistic Event Tree Analysis, Bayesian Inductive Risk ModelFMEA, Failure Modes and Effects Analysis, FMECA, Failure Mode Effects and Criticality Analysis
関連56
概要Bayesian Event Tree Analysis (B-ETA) is a quantitative risk assessment method that extends classical event tree analysis by incorporating Bayesian inference to assign and update branch probabilities. Starting from an initiating event, it maps sequences of successes and failures through safety barriers, using prior distributions and observed evidence to produce posterior outcome probabilities. Widely used in nuclear safety, process industries, and system reliability engineering.Failure Mode and Effects Analysis (FMEA) is a structured, proactive risk management technique used to identify potential failure modes in a system, process, or product design, evaluate their consequences, and prioritize corrective actions before failures occur. Originally developed for the U.S. military in 1949 and later adopted by NASA, automotive, and manufacturing industries, FMEA is now a cornerstone quality-engineering tool embedded in standards such as AIAG-VDA and ISO 9001-aligned processes.
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ScholarGate手法を比較: Bayesian Event Tree Analysis · Failure Mode and Effects Analysis. 2026-06-17に以下より取得 https://scholargate.app/ja/compare