离散化
微观混合
网格
计算机科学
混合器
数值扩散
趋同(经济学)
Péclet编号
扩散
计算机模拟
独立性(概率论)
理查森推断
混合(物理)
算法
数值分析
数学优化
应用数学
微流控
数学
机械
模拟
物理
统计
数学分析
热力学
几何学
量子力学
经济增长
经济
标识
DOI:10.1177/0954406220982028
摘要
False (artificial) diffusion provides an erroneous estimation of molecular diffusion during the simulation of liquid micromixing. The present review introduces discretization methods, numerical grid types, and numerical errors to address the effect of false diffusion on the prediction of mixing efficiency of microfluidic devices. False diffusivity is characterized by the grid Peclet number, grid type, and discretization scheme. This review demonstrates that most investigators have selected a grid resolution just for the grid independence test. It is revealed that the convergence criterion should not be quantitative values of mixing efficiency even when high-order schemes are employed to discretize the computational grid. Based on the previous publications in this field, a straightforward procedure is recommended to manage false diffusion in the numerical simulation of micromixers.
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