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Analiza de Sensibilitate cu Analiza Cauzei Radicale×Simulare Monte Carlo×
DomeniuDesign experimentalLuarea deciziilor
FamilieProcess / pipelineMCDM
Anul apariției1990s–2000s (formalized integration in reliability and quality engineering literature)1949
Autorul originalIntegrated practice drawing on sensitivity analysis (Saltelli et al.) and root cause analysis (Ishikawa, Kepner-Tregoe)Metropolis, N., Ulam, S.
TipIntegrated diagnostic and optimization methodRobustness wrapper — Monte Carlo uncertainty propagation
Sursa seminalăSaltelli, A., Ratto, M., Andres, T., Campolongo, F., Cariboni, J., Gatelli, D., Saisana, M., & Tarantola, S. (2008). Global Sensitivity Analysis: The Primer. John Wiley & Sons. ISBN: 978-0470059975Metropolis, N., Ulam, S. (1949). The Monte Carlo method. Journal of the American Statistical Association DOI ↗
Denumiri alternativeSA-RCA, sensitivity-driven root cause analysis, parameter sensitivity with failure analysis, sensitivity-informed RCA
Înrudite40
RezumatSensitivity Analysis with Root Cause Analysis (SA-RCA) is an integrated engineering method that first quantifies how much each input parameter or process variable drives variability in a system output, then applies structured root cause analysis to the most influential factors to identify and eliminate the underlying failure mechanisms. The combination transforms numerical rankings of influence into actionable diagnoses, making it particularly effective in quality engineering, reliability analysis, and process improvement contexts.MONTE-CARLO-SIMULATION (Monte Carlo Simulation — Stochastic uncertainty propagation through MCDM model) is a ranking multi-criteria decision-making (MCDM) method introduced by Metropolis, N., Ulam, S. in 1949. It turns a decision matrix of alternatives scored on multiple criteria into a structured, reproducible result.
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ScholarGateCompară metode: Sensitivity analysis with root cause analysis · MONTE-CARLO-SIMULATION. Preluat la 2026-06-17 de pe https://scholargate.app/ro/compare