欧拉路径
各向同性
湍流
计算流体力学
统计物理学
机械
趋同(经济学)
正交(天文学)
高斯分布
应用数学
数学
计算机科学
物理
经典力学
拉格朗日
经济
量子力学
经济增长
光学
作者
Ravi G. Patel,Olivier Desjardins,Bo Kong,Jesse Capecelatro,Rodney O. Fox
出处
期刊:Aiche Journal
[Wiley]
日期:2017-09-01
卷期号:63 (12): 5396-5412
被引量:50
摘要
We present a verification study of three simulation techniques for fluid–particle flows, including an Euler–Lagrange approach (EL) inspired by Jackson's seminal work on fluidized particles, a quadrature–based moment method based on the anisotropic Gaussian closure (AG), and the traditional two‐fluid model. We perform simulations of two problems: particles in frozen homogeneous isotropic turbulence (HIT) and cluster‐induced turbulence (CIT). For verification, we evaluate various techniques for extracting statistics from EL and study the convergence properties of the three methods under grid refinement. The convergence is found to depend on the simulation method and on the problem, with CIT simulations posing fewer difficulties than HIT. Specifically, EL converges under refinement for both HIT and CIT, but statistics exhibit dependence on the postprocessing parameters. For CIT, AG produces similar results to EL. For HIT, converging both TFM and AG poses challenges. Overall, extracting converged, parameter‐independent Eulerian statistics remains a challenge for all methods. © 2017 American Institute of Chemical Engineers AIChE J , 63: 5396–5412, 2017
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