论文标题

使用Gabor模式富含规模的大型涡流模拟的亚网格尺度压力场

The subgrid scale pressure field of scale-enriched Large Eddy Simulations using Gabor modes

论文作者

Hass, Ryan D., Ghate, Aditya S., Lele, Sanjiva K.

论文摘要

随着大型涡流模拟(LES)的持续进展,并增加了计算资源,目前有可能在各种各样的流量中求解时间依赖性和各向异性的大型湍流。对于某些应用,此大规模分辨率令人满意。但是,各种各样的工程问题涉及在很大的雷诺数字上流动的流量,其中实用LES的子网格尺度动力学对于设计至关重要,但鉴于求解Navier Stokes方程的计算需求却遥不可及;在壁结合的湍流中,这种困难尤其重要,即使大规模也通常低于较小的成本壁模型LES(WMLES)的隐含滤波器宽度。在本文中,我们简要介绍了一种比例富集程序,该程序利用空间和频谱定位的Gabor模式。该方法在不求解完整的非线性方程的情况下对小型速度场进行物理上一致的描述。评估了富集程序,以预测对压力场的小规模贡献的能力。我们发现,与计算昂贵的,高度分辨的LE相比,该方法可以准确推断压力谱并恢复全场的压力方差非常好。该分析既在\ textIt {a a先验}和\ textit {a后验}设置中进行分析,以进行同质各向同性湍流(hit)的情况。

With the continuing progress in large eddy simulations (LES), and ever increasing computational resources, it is currently possible to numerically solve the time-dependent and anisotropic large scales of turbulence in a large variety of flows. For some applications this large-scale resolution is satisfactory. However, a wide range of engineering problems involve flows at very large Reynolds numbers where the subgrid scale dynamics of a practical LES are critically important to design and yet are out of reach given the computational demands of solving the Navier Stokes equations; this difficulty is particularly relevant in wall-bounded turbulence where even the large-scales are often below the implied filter width of modest cost wall modeled LES (WMLES). In this paper we briefly introduce a scale enrichment procedure which leverages spatially and spectrally-localized Gabor modes. The method provides a physically consistent description of the small scale velocity field without solving the full non-linear equations. The enrichment procedure is appraised against its ability to predict small scale contributions to the pressure field. We find that the method accurately extrapolates the pressure spectrum and recovers pressure variance of the full field remarkably well when compared to a computationally expensive, highly resolved LES. The analysis is conducted both in \textit{a priori} and \textit{a posteriori} settings for the case of homogeneous isotropic turbulence (HIT).

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