Võrdle meetodeid
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| Keskkonstandsard-koostis-disain× | Box-Behnkeni disain× | |
|---|---|---|
| Valdkond | Katsedisain | Katsedisain |
| Perekond | Process / pipeline | Process / pipeline |
| Tekkeaasta≠ | 1951 | 1960 |
| Looja≠ | George E. P. Box and K. B. Wilson | George E. P. Box and Donald W. Behnken |
| Tüüp≠ | Response surface experimental design | Response surface design (incomplete three-level factorial) |
| Algallikas≠ | 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 ↗ | 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 ↗ |
| Rööpnimetused | CCD, Box-Wilson design, central composite response surface design, rotatable central composite design | BBD, Box-Behnken, Box-Behnken RSM design, three-level incomplete factorial design |
| Seotud | 3 | 3 |
| Kokkuvõte≠ | 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. | The Box-Behnken design (BBD) is an efficient response surface methodology design that fits a full second-order polynomial model using three levels of each factor. Introduced by Box and Behnken in 1960, it places experimental points at the midpoints of the edges of a hypercube and at the center, avoiding the corner points where all factors are simultaneously at their extreme levels. This structure makes BBD particularly attractive when extreme-level combinations are physically impossible, costly, or unsafe to test. |
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