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Robustný frakčný faktorový dizajn×Metodika povrchovej odozvy (RSM)×
OdborPlánovanie experimentovPlánovanie experimentov
RodinaProcess / pipelineHypothesis test
Rok vzniku1980s (Taguchi's crossed-array approach); fractional factorial roots 1935–19451951
TvorcaGenichi Taguchi (robust parameter design); fractional factorial foundations by Ronald Fisher and Frank YatesGeorge E. P. Box & K. B. Wilson
TypExperimental design / robust parameter designSecond-order polynomial response surface model
Pôvodný zdrojMontgomery, D. C. (2017). Design and Analysis of Experiments (9th ed.). Wiley. ISBN: 978-1119492443Box, G. E. P. & Wilson, K. B. (1951). On the experimental attainment of optimum conditions. Journal of the Royal Statistical Society, Series B, 13(1), 1–45. link ↗
Ďalšie názvyrobust FFD, robust fractional factorial experiment, crossed-array fractional factorial, Taguchi-style fractional factorialRSM, Central Composite Design, Box-Behnken Design, CCD
Príbuzné27
ZhrnutieRobust fractional factorial design combines the run-count efficiency of fractional factorial arrays with Taguchi's robust parameter design philosophy. By simultaneously manipulating control factors (inner array) and noise factors (outer array) — each structured as a fractional factorial — the method identifies factor settings that minimize product or process variation due to uncontrollable conditions, without requiring a full factorial experiment.Response Surface Methodology is a collection of statistical and mathematical techniques for building an empirical second-order polynomial model that relates a continuous response variable to two or more controllable input factors, and then locating the factor settings that optimize that response. The approach was introduced by George E. P. Box and K. B. Wilson in their landmark 1951 paper and has since become a cornerstone of process optimization across engineering, chemistry, food science, and pharmaceutics.
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ScholarGatePorovnať metódy: Robust Fractional Factorial Design · Response Surface Methodology. Získané 2026-06-19 z https://scholargate.app/sk/compare