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Phân tích độ tin cậy có hỗ trợ mô phỏng×Phân tích Chế độ và Ảnh hưởng Thất bại (FMEA)×
Lĩnh vựcThiết kế thí nghiệmThiết kế thí nghiệm
HọProcess / pipelineProcess / pipeline
Năm ra đời1940s–1980s (Monte Carlo foundations ~1940s; simulation-reliability integration ~1970s–1980s)1949 (military); widespread industrial adoption 1970s–1980s
Người khởi xướngEnrico Fermi, John von Neumann, Stanislaw Ulam (Monte Carlo foundations); Freudenthal (structural reliability); Melchers (simulation integration)U.S. Military / NASA (formalized by MIL-P-1629, 1949)
LoạiQuantitative probabilistic engineering methodProactive risk analysis technique
Công trình gốcMelchers, R. E., & Beck, A. T. (2018). Structural Reliability Analysis and Prediction (3rd ed.). Wiley. ISBN: 978-1119266075Stamatis, D. H. (2003). Failure Mode and Effect Analysis: FMEA from Theory to Execution (2nd ed.). ASQ Quality Press. ISBN: 978-0873895989
Tên gọi khácSARA, Monte Carlo reliability analysis, simulation-based reliability assessment, virtual reliability testingFMEA, Failure Modes and Effects Analysis, FMECA, Failure Mode Effects and Criticality Analysis
Liên quan66
Tóm tắtSimulation-assisted reliability analysis combines probabilistic reliability theory with computational simulation — most commonly Monte Carlo methods or finite-element models — to estimate the probability that a system, component, or structure will perform its intended function under uncertain operating conditions. Rather than relying solely on closed-form analytical solutions, it propagates uncertainty through high-fidelity numerical models to quantify failure risk across complex, nonlinear, or multi-failure-mode systems.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: Simulation-assisted reliability analysis · Failure Mode and Effects Analysis. Truy cập ngày 2026-06-17 từ https://scholargate.app/vi/compare