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Симулационно-асистиран дизайн Box-Behnken×Дизайн на Бокс-Бенкен×
ОбластПланиране на експериментаПланиране на експеримента
СемействоProcess / pipelineProcess / pipeline
Година на възникване1960 (base design); simulation-assisted application developed from the 1990s onward1960
СъздателBox-Behnken (1960) for the base design; simulation integration emerged from computer experiment methodology in the 1980s-2000sGeorge E. P. Box and Donald W. Behnken
ТипSimulation-integrated response surface designResponse surface design (incomplete three-level factorial)
Основополагащ източникBox, 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 ↗
Други названияSA-BBD, computer-aided Box-Behnken design, simulation-based BBD, virtual Box-Behnken designBBD, Box-Behnken, Box-Behnken RSM design, three-level incomplete factorial design
Свързани43
РезюмеSimulation-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.
ScholarGateНабор от данни
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  2. 2 Източници
  3. PUBLISHED
  1. v1
  2. 2 Източници
  3. PUBLISHED

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ScholarGateСравнение на методи: Simulation-assisted Box-Behnken design · Box-Behnken Design. Извлечено на 2026-06-19 от https://scholargate.app/bg/compare