Wall-modeled large-eddy simulation of turbulent smooth body separation using the OpenFOAM flow solver

大涡模拟 解算器 湍流 分离(统计) 机械 计算流体力学 流量(数学) 流动分离 分离涡模拟 物理 计算机科学 航空航天工程 工程类 雷诺平均Navier-Stokes方程 机器学习 程序设计语言
作者
Christoffer Hansen,Xiang I. A. Yang,Mahdi Abkar
出处
期刊:Journal of Fluids Engineering-transactions of The Asme [ASM International]
卷期号:148 (1)
标识
DOI:10.1115/1.4068997
摘要

Abstract This work investigates the current wall-modeled large eddy simulation (WMLES) capabilities of the open-source computational fluid dynamics (CFD) solver openfoam, which is used widely in academia and industry. This is achieved by a simulation campaign that covers both attached and smooth body separation cases. The campaign includes simulations using four different wall models and aims to investigate the sensitivity of the results to changes in numerical schemes, mesh resolution, and subgrid-scale (SGS) modeling. The results demonstrate that two main factors largely determine openfoam-based WMLES performance. These are the discretization of the convective term and wall modeling. For the former, the best performance in the attached case is achieved with low-dissipation numerical schemes; however, for the smooth body separation case, the picture is more complicated. For the latter, we find that both equilibrium and nonequilibrium wall models perform well in the attached case but that the nonequilibrium models significantly improve the prediction of smooth body separation. Still, the nonequilibrium wall model results do not show a uniform improvement over equilibrium models. This is explained by an inconsistent accounting of nonequilibrium physics in these models, i.e., including the pressure gradient term without also including the convective term. This highlights the potential for future performance improvements by using nonequilibrium wall models that consistently account for both the convective and pressure gradient terms.
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