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Robustne täisfaktoriaalne disain×Response Surface Methodology (RSM)×
ValdkondKatsedisainKatsedisain
PerekondProcess / pipelineHypothesis test
Tekkeaasta1980s–1990s1951
LoojaGenichi Taguchi (robustness principles); formalized in combined-array form by Shoemaker, Tsui, and Wu (1991)George E. P. Box & K. B. Wilson
TüüpExperimental design with noise-factor controlSecond-order polynomial response surface model
AlgallikasPhadke, M. S. (1989). Quality Engineering Using Robust Design. Prentice Hall. ISBN: 978-0137451678Box, 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 ↗
Rööpnimetusedrobust 2^k design, full factorial robust parameter design, robust FFD, noise-factor full factorialRSM, Central Composite Design, Box-Behnken Design, CCD
Seotud27
KokkuvõteRobust full factorial design extends the classical full factorial experiment by explicitly including noise factors — uncontrollable variables that cause performance variation in real-world conditions. By crossing all control factor levels with all noise factor levels in a single combined array, engineers identify control factor settings that maximize mean performance while minimizing sensitivity to noise, yielding products and processes that perform consistently across operating environments.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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ScholarGateVõrdle meetodeid: Robust Full Factorial Design · Response Surface Methodology. Loetud 2026-06-18 aadressilt https://scholargate.app/et/compare