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Phương pháp Bề mặt Phản hồi Mạnh mẽ×Thiết kế Lập phương Trung tâm×
Lĩnh vựcThiết kế thí nghiệmThiết kế thí nghiệm
HọProcess / pipelineProcess / pipeline
Năm ra đời19901951
Người khởi xướngG. G. Vining and Raymond H. Myers (dual response formulation)George E. P. Box and K. B. Wilson
LoạiExperimental optimization techniqueResponse surface experimental design
Công trình gốcVining, G. G., & Myers, R. H. (1990). Combining Taguchi and response surface philosophies: A dual response approach. Journal of Quality Technology, 22(1), 38–45. 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 ↗
Tên gọi khácRobust RSM, dual response surface methodology, robust parameter design via RSM, mean-variance RSMCCD, Box-Wilson design, central composite response surface design, rotatable central composite design
Liên quan33
Tóm tắtRobust Response Surface Methodology (Robust RSM) is an experimental optimization strategy that simultaneously fits two regression models — one for the mean response and one for its variance (or standard deviation) — across a designed experiment. By jointly optimizing these dual surfaces, engineers identify factor settings that hit a performance target while minimizing process variability, combining the empirical model-building power of classical RSM with the variance-reduction goals of robust parameter design.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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ScholarGateSo sánh phương pháp: Robust Response Surface Methodology · Central Composite Design. Truy cập ngày 2026-06-18 từ https://scholargate.app/vi/compare