Mixed modeling for large-eddy simulation: The single-layer and two-layer minimum-dissipation-Bardina models

Predicting the behavior of turbulent flows using large-eddy simulation requires a modeling of the subgrid-scale stress tensor. This tensor can be approximated using mixed models, which combine the dissipative nature of functional models with the capability of structural models to approximate out-of-...

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Main Authors: L. B. Streher, M. H. Silvis, P. Cifani, R. W. C. P. Verstappen
Format: Article
Language:English
Published: AIP Publishing LLC 2021-01-01
Series:AIP Advances
Online Access:http://dx.doi.org/10.1063/5.0015293
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spelling doaj-dae898d989a74da292bac511be15b16e2021-02-02T21:32:43ZengAIP Publishing LLCAIP Advances2158-32262021-01-01111015002015002-1910.1063/5.0015293Mixed modeling for large-eddy simulation: The single-layer and two-layer minimum-dissipation-Bardina modelsL. B. Streher0M. H. Silvis1P. Cifani2R. W. C. P. Verstappen3Bernoulli Institute for Mathematics, Computer Science and Artificial Intelligence, University of Groningen, 9700 AK Groningen, The NetherlandsBernoulli Institute for Mathematics, Computer Science and Artificial Intelligence, University of Groningen, 9700 AK Groningen, The NetherlandsBernoulli Institute for Mathematics, Computer Science and Artificial Intelligence, University of Groningen, 9700 AK Groningen, The NetherlandsBernoulli Institute for Mathematics, Computer Science and Artificial Intelligence, University of Groningen, 9700 AK Groningen, The NetherlandsPredicting the behavior of turbulent flows using large-eddy simulation requires a modeling of the subgrid-scale stress tensor. This tensor can be approximated using mixed models, which combine the dissipative nature of functional models with the capability of structural models to approximate out-of-equilibrium effects. We propose a mathematical basis to mix (functional) eddy-viscosity models with the (structural) Bardina model. By taking an anisotropic minimum-dissipation (AMD) model for the eddy viscosity, we obtain the (single-layer) AMD–Bardina model. In order to also obtain a physics-conforming model for wall-bounded flows, we further develop this mixed model into a two-layer approach: the near-wall region is parameterized with the AMD–Bardina model, whereas the outer region is computed with the Bardina model. The single-layer and two-layer AMD–Bardina models are tested in turbulent channel flows at various Reynolds numbers, and improved predictions are obtained when the mixed models are applied in comparison to the computations with the AMD and Bardina models alone. The results obtained with the two-layer AMD–Bardina model are particularly remarkable: both first- and second-order statistics are extremely well predicted and even the inflection of the mean velocity in the channel center is captured. Hence, a very promising model is obtained for large-eddy simulations of wall-bounded turbulent flows at moderate and high Reynolds numbers.http://dx.doi.org/10.1063/5.0015293
collection DOAJ
language English
format Article
sources DOAJ
author L. B. Streher
M. H. Silvis
P. Cifani
R. W. C. P. Verstappen
spellingShingle L. B. Streher
M. H. Silvis
P. Cifani
R. W. C. P. Verstappen
Mixed modeling for large-eddy simulation: The single-layer and two-layer minimum-dissipation-Bardina models
AIP Advances
author_facet L. B. Streher
M. H. Silvis
P. Cifani
R. W. C. P. Verstappen
author_sort L. B. Streher
title Mixed modeling for large-eddy simulation: The single-layer and two-layer minimum-dissipation-Bardina models
title_short Mixed modeling for large-eddy simulation: The single-layer and two-layer minimum-dissipation-Bardina models
title_full Mixed modeling for large-eddy simulation: The single-layer and two-layer minimum-dissipation-Bardina models
title_fullStr Mixed modeling for large-eddy simulation: The single-layer and two-layer minimum-dissipation-Bardina models
title_full_unstemmed Mixed modeling for large-eddy simulation: The single-layer and two-layer minimum-dissipation-Bardina models
title_sort mixed modeling for large-eddy simulation: the single-layer and two-layer minimum-dissipation-bardina models
publisher AIP Publishing LLC
series AIP Advances
issn 2158-3226
publishDate 2021-01-01
description Predicting the behavior of turbulent flows using large-eddy simulation requires a modeling of the subgrid-scale stress tensor. This tensor can be approximated using mixed models, which combine the dissipative nature of functional models with the capability of structural models to approximate out-of-equilibrium effects. We propose a mathematical basis to mix (functional) eddy-viscosity models with the (structural) Bardina model. By taking an anisotropic minimum-dissipation (AMD) model for the eddy viscosity, we obtain the (single-layer) AMD–Bardina model. In order to also obtain a physics-conforming model for wall-bounded flows, we further develop this mixed model into a two-layer approach: the near-wall region is parameterized with the AMD–Bardina model, whereas the outer region is computed with the Bardina model. The single-layer and two-layer AMD–Bardina models are tested in turbulent channel flows at various Reynolds numbers, and improved predictions are obtained when the mixed models are applied in comparison to the computations with the AMD and Bardina models alone. The results obtained with the two-layer AMD–Bardina model are particularly remarkable: both first- and second-order statistics are extremely well predicted and even the inflection of the mean velocity in the channel center is captured. Hence, a very promising model is obtained for large-eddy simulations of wall-bounded turbulent flows at moderate and high Reynolds numbers.
url http://dx.doi.org/10.1063/5.0015293
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