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Tundlikkusanalüüsiga integreeritud täisfaktoriaalne eksperiment×Katseplaneerimine×
ValdkondKatsedisainKatsedisain
PerekondProcess / pipelineProcess / pipeline
Tekkeaasta1990s–2000s (formalized combination)1935
LoojaRooted in factorial experimentation (Fisher, 1935) combined with variance-based sensitivity analysis formalized by Saltelli and colleagues (1990s–2000s)Ronald A. Fisher
TüüpExperimental design with factor importance rankingExperimental planning framework
AlgallikasSaltelli, 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: 978-0470059975Fisher, R. A. (1935). The Design of Experiments. Oliver and Boyd. link ↗
RööpnimetusedSA-FFD, full factorial design with sensitivity analysis, factorial-based sensitivity analysis, FFD-SADOE, experimental design, factorial experimentation, planned experimentation
Seotud33
KokkuvõteSensitivity analysis-integrated full factorial design combines exhaustive factorial experimentation — where every combination of factor levels is tested — with systematic sensitivity analysis to quantify how much each input factor drives variation in the output response. This hybrid approach provides both reliable effect estimates and a ranked picture of factor importance, guiding engineers and scientists toward the levers that truly matter for system performance.Design of Experiments (DOE) is a systematic framework for planning, conducting, and analyzing controlled experiments to determine how multiple input factors simultaneously affect one or more responses. Introduced by Ronald A. Fisher in 1935, DOE allows researchers and engineers to identify causal relationships, quantify factor effects, and find optimal settings efficiently — using far fewer runs than one-factor-at-a-time approaches. It is foundational in engineering, manufacturing, agriculture, and applied sciences.
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ScholarGateVõrdle meetodeid: Sensitivity analysis-integrated full factorial design · Design of experiments. Loetud 2026-06-19 aadressilt https://scholargate.app/et/compare