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Návrh centrálního kompozitního plánu založený na riziku×Centrální kompozitní design×
OborPlánování experimentůPlánování experimentů
RodinaProcess / pipelineProcess / pipeline
Rok vzniku1951 (CCD); risk-based integration emerged in applied engineering literature from the 1990s onward1951
TvůrceFoundational CCD: George E. P. Box & K. B. Wilson (1951); risk integration adapted from engineering risk analysis traditionsGeorge E. P. Box and K. B. Wilson
TypExperimental design with integrated risk assessmentResponse surface experimental design
Původní zdrojBox, 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. DOI ↗Box, 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. DOI ↗
Další názvyRisk-informed CCD, CCD with risk assessment, Uncertainty-aware central composite design, Risk-integrated RSMCCD, Box-Wilson design, central composite response surface design, rotatable central composite design
Příbuzné53
ShrnutíRisk-based Central Composite Design (Risk-based CCD) integrates formal risk identification and uncertainty quantification into the classical CCD framework. By coupling the rotatable second-order experimental structure of CCD with probabilistic risk metrics, engineers and scientists can simultaneously optimize process responses and characterize the risk of unacceptable outcomes — making it particularly valuable in regulated industries such as pharmaceuticals, chemical engineering, and advanced manufacturing.Central Composite Design (CCD) is a second-order response surface design that allows researchers to efficiently fit a full quadratic model relating multiple continuous input factors to one or more response variables. Introduced by Box and Wilson in 1951, it combines a factorial (or fractional factorial) core, axial (star) points, and center-point replicates into a single unified design, making it the most widely used design for process optimization in engineering, chemistry, and manufacturing.
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ScholarGatePorovnat metody: Risk-based central composite design · Central Composite Design. Získáno 2026-06-18 z https://scholargate.app/cs/compare