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Simuleringsassistert feilmodus- og effektanalyse×Statistisk pålitelighetsanalyse×
FagfeltForsøksdesignReliabilitet
FamilieProcess / pipelineRegression model
Opprinnelsesår1949 (FMEA); simulation-assisted variant: 1980s–1990s1998
OpphavspersonFMEA originates from US MIL-P-1629 (1949); simulation integration developed in reliability engineering from the 1980s–1990sWilliam Meeker & Luis Escobar
TypeReliability and risk analysis methodParametric lifetime modeling
Opprinnelig kildeStamatis, D. H. (2003). Failure Mode and Effect Analysis: FMEA from Theory to Execution (2nd ed.). ASQ Quality Press. ISBN: 978-0873895989Meeker, W. Q., & Escobar, L. A. (1998). Statistical Methods for Reliability Data. Wiley. ISBN: 978-0-471-14328-4
AliasSimulation-FMEA, Monte Carlo FMEA, Simulation-based FMEA, SA-FMEALife Data Analysis, Survival Analysis (Engineering), Time-to-Failure Analysis, Güvenilirlik Analizi
Relaterte63
SammendragSimulation-assisted FMEA enhances the classical Failure Mode and Effects Analysis by replacing point-estimate occurrence ratings with probabilistic simulation — typically Monte Carlo — to quantify failure probability distributions across a system's components. This yields statistically grounded Risk Priority Numbers (RPNs) rather than expert guesses, enabling more rigorous identification and prioritization of critical failure modes in complex engineering systems.Statistical reliability analysis models the time-to-failure of components, systems, or products using parametric lifetime distributions fitted to observed or censored failure data. Formalized comprehensively by William Q. Meeker and Luis A. Escobar in their 1998 Wiley monograph, the framework integrates maximum likelihood estimation, censoring mechanisms, and distributional diagnostics to produce probability-of-failure curves, hazard rates, and quantile estimates that support design, warranty, and maintenance decisions.
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ScholarGateSammenlign metoder: Simulation-assisted failure mode and effects analysis · Reliability Analysis. Hentet 2026-06-17 fra https://scholargate.app/no/compare