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Phân tích Chế độ Hỏng hóc và Ảnh hưởng Bayes×Phân tích Chế độ và Ảnh hưởng Thất bại (FMEA)×
Lĩnh vựcThiết kế thí nghiệmThiết kế thí nghiệm
HọProcess / pipelineProcess / pipeline
Năm ra đời1990s–2000s1949 (military); widespread industrial adoption 1970s–1980s
Người khởi xướngExtension of classical FMEA (MIL-STD-1629, 1974) with Bayesian inference formalised in reliability literature from the 1990s onwardU.S. Military / NASA (formalized by MIL-P-1629, 1949)
LoạiProbabilistic reliability and risk analysisProactive risk analysis technique
Công trình gốcBowles, J. B., & Peláez, C. E. (1995). Fuzzy logic prioritization of failures in a system failure mode, effects and criticality analysis. Reliability Engineering and System Safety, 50(2), 203–213. DOI ↗Stamatis, D. H. (2003). Failure Mode and Effect Analysis: FMEA from Theory to Execution (2nd ed.). ASQ Quality Press. ISBN: 978-0873895989
Tên gọi khácBayesian FMEA, probabilistic FMEA, B-FMEA, Bayesian risk priority analysisFMEA, Failure Modes and Effects Analysis, FMECA, Failure Mode Effects and Criticality Analysis
Liên quan56
Tóm tắtBayesian FMEA extends the classical Failure Mode and Effects Analysis framework by replacing fixed point-estimate risk scores with probability distributions, allowing prior engineering knowledge and observed failure data to be formally combined through Bayes' theorem. The result is a probabilistic Risk Priority Number (RPN) that reflects uncertainty in severity, occurrence, and detectability ratings rather than masking it with single consensus values.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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ScholarGateSo sánh phương pháp: Bayesian failure mode and effects analysis · Failure Mode and Effects Analysis. Truy cập ngày 2026-06-18 từ https://scholargate.app/vi/compare