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Thiết kế Box-Behnken Hỗ trợ Mô phỏng×Thiết kế toàn yếu tố có hỗ trợ mô phỏng×
Lĩnh vựcThiết kế thí nghiệmThiết kế thí nghiệm
HọProcess / pipelineProcess / pipeline
Năm ra đời1960 (base design); simulation-assisted application developed from the 1990s onward1990s–2000s (simulation-DOE integration formalized)
Người khởi xướngBox-Behnken (1960) for the base design; simulation integration emerged from computer experiment methodology in the 1980s-2000sMontgomery (DOE foundations); Kleijnen (simulation DOE formalization)
LoạiSimulation-integrated response surface designExperimental design with computer simulation
Công trình gốcBox, G. E. P., & Behnken, D. W. (1960). Some new three level designs for the study of quantitative variables. Technometrics, 2(4), 455-475. DOI ↗Montgomery, D. C. (2017). Design and Analysis of Experiments (9th ed.). Wiley. ISBN: 978-1119113478
Tên gọi khácSA-BBD, computer-aided Box-Behnken design, simulation-based BBD, virtual Box-Behnken designSA-FFD, computer simulation full factorial, virtual full factorial design, simulation-based full factorial DOE
Liên quan44
Tóm tắtSimulation-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.Simulation-assisted full factorial design integrates full factorial design of experiments (DOE) with computer simulation models — such as discrete-event simulation, finite element analysis, or Monte Carlo methods — to systematically explore every combination of factor levels and quantify their effects on system responses. It enables comprehensive experimentation in contexts where physical trials would be costly, dangerous, or infeasible.
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ScholarGateSo sánh phương pháp: Simulation-assisted Box-Behnken design · Simulation-assisted full factorial design. Truy cập ngày 2026-06-19 từ https://scholargate.app/vi/compare