Statistical Analysis of Dynamic Subgrid Modeling Approaches in Large Eddy Simulation

• DOI: 10.20944/preprints202109.0438.v1
• Publication Date: 2021-09-27T07:45:40Z
• Authors: Mohammad Khalid H...; Asokan Mulayath V...; Jahrul M Alam
• Keywords: fluids_plasmas; subgrid model; large eddy simulation; vortex stretching; subgrid model; isotropic turbulence; 0103 physical sciences; large eddy simulation; vortex stretching; isotropic turbulence; TL1-4050; 01 natural sciences; Motor vehicles. Aeronautics. Astronautics

In large eddy simulation (LES) of turbulent flows, the most critical dynamical processes to be considered by dynamic subgrid models to account for an average cascade of kinetic energy from the largest to the smallest scales of the flow is not fully clear. Furthermore, evidence of vortex stretching being the primary mechanism of the cascade is not out of the question. In this article, we study some essential statistical characteristics of vortex stretching and its role in dynamic approaches of modeling subgrid-scale turbulence. We have compared the interaction of subgrid stresses with the filtered quantities among four models using invariants of the velocity gradient tensor. This technique is a single unified approach to studying a wide range of length scales in the turbulent flow. In addition, it also provides a rational basis for the statistical characteristics a subgrid model must serve in physical space to ensure an appropriate cascade of kinetic energy. Results indicate that the stretching mechanism extracts energy from the large-scale straining motion and passes it onto small-scale stretched vortices.