Lozano-Durán Adrián, Bae Hyunji Jane
Center for Turbulence Research, Stanford University, Stanford, CA, 94305, USA.
Graduate Aerospace Laboratories, California Institute of Technology, Pasadena, CA, 91125, USA.
J Comput Phys. 2019 Sep;392:532-555. doi: 10.1016/j.jcp.2019.04.063.
We study the error scaling properties of large-eddy simulation (LES) in the outer region of wall-bounded turbulence at moderately high Reynolds numbers. In order to avoid the additional complexity of wall-modeling, we perform LES of turbulent channel flows in which the no-slip condition at the wall is replaced by a Neumann condition supplying the exact mean wall-stress. The statistics investigated are the mean velocity profile, turbulence intensities, and kinetic energy spectra. The errors follow , where Δ is the characteristic grid resolution, is the friction Reynolds number, and is the meaningful length-scale to normalize Δ in order to collapse the errors across the wall-normal distance. We show that Δ can be expressed as the -norm of the grid vector and that is well represented by the ratio of the friction velocity and mean shear. The exponent is estimated from theoretical arguments for each statistical quantity of interest and shown to roughly match the values computed by numerical simulations. For the mean profile and kinetic energy spectra, ≈ 1, whereas the turbulence intensities converge at a slower rate < 1. The exponent is approximately 0, i.e. the LES solution is independent of the Reynolds number. The expected behavior of the turbulence intensities at high Reynolds numbers is also derived and shown to agree with the classic log-layer profiles for grid resolutions lying within the inertial range. Further examination of the LES turbulence intensities and spectra reveals that both quantities resemble their filtered counterparts from direct numerical simulation (DNS) data, but that the mechanism responsible for this similarity is related to the balance between the input power and dissipation rather than to filtering.
我们研究了中等高雷诺数下壁面湍流外部区域大涡模拟(LES)的误差缩放特性。为了避免壁面建模的额外复杂性,我们对湍流通道流进行了LES模拟,其中壁面处的无滑移条件被提供精确平均壁面应力的诺伊曼条件所取代。所研究的统计量包括平均速度剖面、湍流强度和动能谱。误差遵循 ,其中Δ是特征网格分辨率, 是摩擦雷诺数, 是为了使误差在壁面法向距离上收敛而用于归一化Δ的有意义长度尺度。我们表明,Δ可以表示为网格向量的 -范数,并且 可以很好地由摩擦速度与平均剪切力的比值表示。指数 是根据每个感兴趣的统计量的理论论证估计的,并显示大致与数值模拟计算的值相匹配。对于平均剖面和动能谱, ≈ 1,而湍流强度以较慢的速率 < 1收敛。指数 约为0,即LES解与雷诺数无关。还推导了高雷诺数下湍流强度的预期行为,并表明与惯性范围内网格分辨率的经典对数层剖面一致。对LES湍流强度和谱的进一步研究表明,这两个量都类似于直接数值模拟(DNS)数据中经过滤波的对应量,但导致这种相似性的机制与输入功率和耗散之间的平衡有关,而不是与滤波有关。