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| Thiết kế Box-Behnken Hỗ trợ Mô phỏng× | Thiết kế Box-Behnken× | |
|---|---|---|
| Lĩnh vực | Thiết kế thí nghiệm | Thiết kế thí nghiệm |
| Họ | Process / pipeline | Process / pipeline |
| Năm ra đời≠ | 1960 (base design); simulation-assisted application developed from the 1990s onward | 1960 |
| Người khởi xướng≠ | Box-Behnken (1960) for the base design; simulation integration emerged from computer experiment methodology in the 1980s-2000s | George E. P. Box and Donald W. Behnken |
| Loại≠ | Simulation-integrated response surface design | Response surface design (incomplete three-level factorial) |
| Công trình gốc≠ | 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 ↗ | 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 ↗ |
| Tên gọi khác | SA-BBD, computer-aided Box-Behnken design, simulation-based BBD, virtual Box-Behnken design | BBD, Box-Behnken, Box-Behnken RSM design, three-level incomplete factorial design |
| Liên quan≠ | 4 | 3 |
| Tóm tắt≠ | Simulation-assisted Box-Behnken design couples the three-level, near-spherical Box-Behnken experimental matrix with computer simulation models — such as finite-element analysis, computational fluid dynamics, or discrete-event simulation — to map how multiple controllable factors jointly affect one or more output responses, while eliminating the need for costly or hazardous physical prototype fabrication at every design point. | 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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