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ロバストボックス・ベンケン計画×ロバスト完全実施要因計画×
分野実験計画法実験計画法
系統Process / pipelineProcess / pipeline
提唱年1960 (BBD); robust integration practice emerged 1990s–2000s1980s–1990s
提唱者Box & Behnken (BBD foundation); robust integration drawing on Taguchi (1986) and Myers et al.Genichi Taguchi (robustness principles); formalized in combined-array form by Shoemaker, Tsui, and Wu (1991)
種類Experimental design with robustness optimizationExperimental design with noise-factor control
原典Box, G. E. P., & Behnken, D. W. (1960). Some new three level designs for the study of quantitative variables. Technometrics, 2(4), 455–475. DOI ↗Phadke, M. S. (1989). Quality Engineering Using Robust Design. Prentice Hall. ISBN: 978-0137451678
別名Robust BBD, BBD robust parameter design, robust response surface BBD, noise-robust Box-Behnkenrobust 2^k design, full factorial robust parameter design, robust FFD, noise-factor full factorial
関連42
概要Robust Box-Behnken design combines the efficiency of the Box-Behnken design (BBD) — a three-level response surface design requiring no corner runs — with robust parameter design principles to identify factor settings that optimize the mean response while simultaneously minimizing sensitivity to uncontrollable noise factors. It is widely applied in manufacturing, chemical engineering, and product development when both performance and consistency under real-world variation matter.Robust 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.
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ScholarGate手法を比較: Robust Box-Behnken Design · Robust Full Factorial Design. 2026-06-18に以下より取得 https://scholargate.app/ja/compare