A dynamic spectrally enriched subgrid-scale model for preferential concentration in particle-laden turbulence

Bassenne, Maxime; Esmaily, Mahdi; Livescu, Daniel; Moin, Parviz; Urzay, Javier

doi:10.1016/j.ijmultiphaseflow.2019.04.025

Title: A dynamic spectrally enriched subgrid-scale model for preferential concentration in particle-laden turbulence

Journal Article · Fri Apr 26 00:00:00 EDT 2019 · International Journal of Multiphase Flow

DOI:https://doi.org/10.1016/j.ijmultiphaseflow.2019.04.025· OSTI ID:1512745

Bassenne, Maxime ^[1]; Esmaily, Mahdi ^[2];

^[3];

^[1]; Urzay, Javier ^[1]

Stanford Univ., Stanford, CA (United States)
Cornell Univ., Ithaca, NY (United States)
Los Alamos National Lab. (LANL), Los Alamos, NM (United States)

A new subgrid-scale (SGS) model for turbulent velocity fluctuations is proposed for large-eddy simulations (LES) of dispersed multi-phase flows. The modeled velocity contains scales smaller than the LES grid resolution, thereby enabling the prediction of small-scale phenomena such as the preferential concentration of particles in high-strain regions. The construction of the spectrally enriched velocity field in physical space is made dynamically, and is based on (1) modeling the smallest resolved eddies of sizes comparable to the LES grid size via approximate deconvolution, and (2) reconstructing the SGS fluctuations via non-linear generation of small-scale turbulence. The model does not contain tunable parameters, can be deployed in non-uniform grids, and is applicable to inhomogeneous flows subject to arbitrary boundary conditions. Furthermore the performance of the model is assessed in LES of isotropic turbulence laden with inertial particles, where improved agreement with direct numerical simulation results is obtained for the statistics of preferential concentration.

View Accepted Manuscript (DOE)

View Accepted Manuscript (Publisher)

Cite

Export

Save

Research Organization:: Los Alamos National Lab. (LANL), Los Alamos, NM (United States)

Sponsoring Organization:: USDOE National Nuclear Security Administration (NNSA)

Grant/Contract Number:: 89233218CNA000001; #DE-NA0002373

OSTI ID:: 1512745

Alternate ID(s):: OSTI ID: 1547476

Report Number(s):: LA-UR-18-30740

Journal Information:: International Journal of Multiphase Flow, Vol. 116, Issue C; ISSN 0301-9322

Publisher:: ElsevierCopyright Statement

Country of Publication:: United States

Language:: English

Citation Metrics:

Cited by: 12 works

Citation information provided by
Web of Science

References (53)

Fractal reconstruction of sub-grid scales for large eddy simulation of atmospheric turbulence Akinlabi, Emmanuel O.; Wacławczyk, Marta; Malinowski, Szymon P. Journal of Physics: Conference Series, Vol. 1101 https://doi.org/10.1088/1742-6596/1101/1/012001	journal	October 2018
Coherent clusters of inertial particles in homogeneous turbulence Baker, Lucia; Frankel, Ari; Mani, Ali Journal of Fluid Mechanics, Vol. 833 https://doi.org/10.1017/jfm.2017.700	journal	November 2017
Turbulent Dispersed Multiphase Flow Balachandar, S.; Eaton, John K. Annual Review of Fluid Mechanics, Vol. 42, Issue 1 https://doi.org/10.1146/annurev.fluid.010908.165243	journal	January 2010
Self-induced velocity correction for improved drag estimation in Euler–Lagrange point-particle simulations Balachandar, S.; Liu, Kai; Lakhote, Mandar Journal of Computational Physics, Vol. 376 https://doi.org/10.1016/j.jcp.2018.09.033	journal	January 2019
Wavelet multiresolution analysis of particle-laden turbulence Bassenne, Maxime; Moin, Parviz; Urzay, Javier Physical Review Fluids, Vol. 3, Issue 8 https://doi.org/10.1103/PhysRevFluids.3.084304	journal	August 2018
Extraction of coherent clusters and grid adaptation in particle-laden turbulence using wavelet filters Bassenne, Maxime; Urzay, Javier; Schneider, Kai Physical Review Fluids, Vol. 2, Issue 5 https://doi.org/10.1103/PhysRevFluids.2.054301	journal	May 2017
Constant-energetics physical-space forcing methods for improved convergence to homogeneous-isotropic turbulence with application to particle-laden flows Bassenne, Maxime; Urzay, Javier; Park, George I. Physics of Fluids, Vol. 28, Issue 3 https://doi.org/10.1063/1.4944629	journal	March 2016
Mechanisms for the clustering of inertial particles in the inertial range of isotropic turbulence Bragg, Andrew D.; Ireland, Peter J.; Collins, Lance R. Physical Review E, Vol. 92, Issue 2 https://doi.org/10.1103/PhysRevE.92.023029	journal	August 2015
Large-eddy simulation of turbulent preferential concentration and collision of bidisperse heavy particles in isotropic turbulence Chen, Jincai; Jin, Guodong Powder Technology, Vol. 314 https://doi.org/10.1016/j.powtec.2016.12.069	journal	June 2017
Turbulent clustering of stagnation points and inertial particles Chen, L.; Goto, S.; Vassilicos, J. C. Journal of Fluid Mechanics, Vol. 553, Issue -1 https://doi.org/10.1017/S0022112006009177	journal	April 2006
A unified sweep-stick mechanism to explain particle clustering in two- and three-dimensional homogeneous, isotropic turbulence Coleman, S. W.; Vassilicos, J. C. Physics of Fluids, Vol. 21, Issue 11 https://doi.org/10.1063/1.3257638	journal	November 2009
The subgrid-scale estimation model in the physical space representation Domaradzki, J. Andrzej; Loh, Kuo-Chieh Physics of Fluids, Vol. 11, Issue 8 https://doi.org/10.1063/1.870095	journal	August 1999
A scalable geometric multigrid solver for nonsymmetric elliptic systems with application to variable-density flows Esmaily, M.; Jofre, L.; Mani, A. Journal of Computational Physics, Vol. 357 https://doi.org/10.1016/j.jcp.2017.12.024	journal	March 2018
Analysis of the clustering of inertial particles in turbulent flows Esmaily-Moghadam, Mahdi; Mani, Ali Physical Review Fluids, Vol. 1, Issue 8 https://doi.org/10.1103/PhysRevFluids.1.084202	journal	December 2016
On the physical mechanisms of two-way coupling in particle-laden isotropic turbulence Ferrante, A.; Elghobashi, S. Physics of Fluids, Vol. 15, Issue 2 https://doi.org/10.1063/1.1532731	journal	February 2003
Settling of heated particles in homogeneous turbulence Frankel, Ari; Pouransari, H.; Coletti, F. Journal of Fluid Mechanics, Vol. 792 https://doi.org/10.1017/jfm.2016.102	journal	March 2016
A dynamic subgrid‐scale eddy viscosity model Germano, Massimo; Piomelli, Ugo; Moin, Parviz Physics of Fluids A: Fluid Dynamics, Vol. 3, Issue 7 https://doi.org/10.1063/1.857955	journal	July 1991
Subfilter-scale enrichment of planetary boundary layer large eddy simulation using discrete Fourier–Gabor modes Ghate, Aditya S.; Lele, Sanjiva K. Journal of Fluid Mechanics, Vol. 819 https://doi.org/10.1017/jfm.2017.187	journal	April 2017
Subgrid modelling for particle-LES by Spectrally Optimised Interpolation (SOI) Gobert, Christian; Manhart, Michael Journal of Computational Physics, Vol. 230, Issue 21 https://doi.org/10.1016/j.jcp.2011.06.028	journal	September 2011
Self-similar clustering of inertial particles and zero-acceleration points in fully developed two-dimensional turbulence Goto, Susumu; Vassilicos, J. C. Physics of Fluids, Vol. 18, Issue 11 https://doi.org/10.1063/1.2364263	journal	November 2006
Sweep-Stick Mechanism of Heavy Particle Clustering in Fluid Turbulence Goto, Susumu; Vassilicos, J. C. Physical Review Letters, Vol. 100, Issue 5 https://doi.org/10.1103/PhysRevLett.100.054503	journal	February 2008
Space-Time Correlations and Dynamic Coupling in Turbulent Flows He, Guowei; Jin, Guodong; Yang, Yue Annual Review of Fluid Mechanics, Vol. 49, Issue 1 https://doi.org/10.1146/annurev-fluid-010816-060309	journal	January 2017
Correction scheme for point-particle models applied to a nonlinear drag law in simulations of particle-fluid interaction Horwitz, J. A. K.; Mani, A. International Journal of Multiphase Flow, Vol. 101 https://doi.org/10.1016/j.ijmultiphaseflow.2018.01.003	journal	April 2018
The structure of intense vorticity in isotropic turbulence Jiménez, Javier; Wray, Alan A.; Saffman, Philip G. Journal of Fluid Mechanics, Vol. 255, Issue -1 https://doi.org/10.1017/S0022112093002393	journal	October 1993
Large-eddy simulation of turbulent collision of heavy particles in isotropic turbulence Jin, Guodong; He, Guo-Wei; Wang, Lian-Ping Physics of Fluids, Vol. 22, Issue 5 https://doi.org/10.1063/1.3425627	journal	May 2010
Predicting viscous-range velocity gradient dynamics in large-eddy simulations of turbulence Johnson, Perry L.; Meneveau, Charles Journal of Fluid Mechanics, Vol. 837 https://doi.org/10.1017/jfm.2017.838	journal	December 2017
Particle dispersion in a turbulent, plane, free shear layer Lázaro, B. J.; Lasheras, J. C. Physics of Fluids A: Fluid Dynamics, Vol. 1, Issue 6 https://doi.org/10.1063/1.857394	journal	June 1989
A proposed modification of the Germano subgrid‐scale closure method Lilly, D. K. Physics of Fluids A: Fluid Dynamics, Vol. 4, Issue 3 https://doi.org/10.1063/1.858280	journal	March 1992
Large-eddy simulation of turbulent dispersed flows: a review of modelling approaches Marchioli, Cristian Acta Mechanica, Vol. 228, Issue 3 https://doi.org/10.1007/s00707-017-1803-x	journal	February 2017
Some issues concerning large-eddy simulation of inertial particle dispersion in turbulent bounded flows Marchioli, C.; Salvetti, M. V.; Soldati, A. Physics of Fluids, Vol. 20, Issue 4 https://doi.org/10.1063/1.2911018	journal	April 2008
Appraisal of energy recovering sub-grid scale models for large-eddy simulation of turbulent dispersed flows Marchioli, Cristian; Salvetti, Maria Vittoria; Soldati, Alfredo Acta Mechanica, Vol. 201, Issue 1-4 https://doi.org/10.1007/s00707-008-0066-y	journal	August 2008
The gravitational settling of aerosol particles in homogeneous turbulence and random flow fields Maxey, M. R. Journal of Fluid Mechanics, Vol. 174 https://doi.org/10.1017/S0022112087000193	journal	January 1987
Equation of motion for a small rigid sphere in a nonuniform flow Maxey, Martin R. Physics of Fluids, Vol. 26, Issue 4 https://doi.org/10.1063/1.864230	journal	January 1983
An accurate and efficient Lagrangian sub-grid model Mazzitelli, Irene M.; Toschi, Federico; Lanotte, Alessandra S. Physics of Fluids, Vol. 26, Issue 9 https://doi.org/10.1063/1.4894149	journal	September 2014
A hybrid stochastic-deconvolution model for large-eddy simulation of particle-laden flow Michałek, W. R.; Kuerten, J. G. M.; Zeegers, J. C. H. Physics of Fluids, Vol. 25, Issue 12 https://doi.org/10.1063/1.4849536	journal	December 2013
On Lagrangian stochastic methods for turbulent polydisperse two-phase reactive flows Minier, Jean-Pierre Progress in Energy and Combustion Science, Vol. 50 https://doi.org/10.1016/j.pecs.2015.02.003	journal	October 2015
Preferential concentration of heavy particles: A Voronoï analysis Monchaux, R.; Bourgoin, M.; Cartellier, A. Physics of Fluids, Vol. 22, Issue 10 https://doi.org/10.1063/1.3489987	journal	October 2010
Analyzing preferential concentration and clustering of inertial particles in turbulence Monchaux, Romain; Bourgoin, Mickael; Cartellier, Alain International Journal of Multiphase Flow, Vol. 40 https://doi.org/10.1016/j.ijmultiphaseflow.2011.12.001	journal	April 2012
Single-particle Lagrangian and structure statistics in kinematically simulated particle-laden turbulent flows Murray, S.; Lightstone, M. F.; Tullis, S. Physics of Fluids, Vol. 28, Issue 3 https://doi.org/10.1063/1.4942815	journal	March 2016
A simple dynamic subgrid-scale model for LES of particle-laden turbulence Park, George Ilhwan; Bassenne, Maxime; Urzay, Javier Physical Review Fluids, Vol. 2, Issue 4 https://doi.org/10.1103/PhysRevFluids.2.044301	journal	April 2017
Effects of Preferential Concentration on Heat Transfer in Particle-Based Solar Receivers Pouransari, Hadi; Mani, Ali Journal of Solar Energy Engineering, Vol. 139, Issue 2 https://doi.org/10.1115/1.4035163	journal	November 2016
Particle-to-fluid heat transfer in particle-laden turbulence Pouransari, Hadi; Mani, Ali Physical Review Fluids, Vol. 3, Issue 7 https://doi.org/10.1103/PhysRevFluids.3.074304	journal	July 2018
Filtered particle tracking in isotropic turbulence and stochastic modeling of subgrid-scale dispersion Pozorski, Jacek; Apte, Sourabh V. International Journal of Multiphase Flow, Vol. 35, Issue 2 https://doi.org/10.1016/j.ijmultiphaseflow.2008.10.005	journal	February 2009
A stochastic model for the relative motion of high Stokes number particles in isotropic turbulence Rani, Sarma L.; Dhariwal, Rohit; Koch, Donald L. Journal of Fluid Mechanics, Vol. 756 https://doi.org/10.1017/jfm.2014.461	journal	September 2014
Preferential concentration and relative velocity statistics of inertial particles in Navier–Stokes turbulence with and without filtering Ray, Baidurja; Collins, Lance R. Journal of Fluid Mechanics, Vol. 680 https://doi.org/10.1017/jfm.2011.174	journal	June 2011
A subgrid model for clustering of high-inertia particles in large-eddy simulations of turbulence Ray, Baidurja; Collins, Lance R. Journal of Turbulence, Vol. 15, Issue 6 https://doi.org/10.1080/14685248.2014.909600	journal	April 2014
Particle stresses in dilute, polydisperse, two-way coupled turbulent flows Richter, David H.; Garcia, Omar; Astephen, Christopher Physical Review E, Vol. 93, Issue 1 https://doi.org/10.1103/PhysRevE.93.013111	journal	January 2016
On the motion of small particles in a potential field of flow Robinson, Abraham Communications on Pure and Applied Mathematics, Vol. 9, Issue 1 https://doi.org/10.1002/cpa.3160090105	journal	February 1956
A matching pursuit approach to solenoidal filtering of three-dimensional velocity measurements Schiavazzi, Daniele; Coletti, Filippo; Iaccarino, Gianluca Journal of Computational Physics, Vol. 263 https://doi.org/10.1016/j.jcp.2013.12.049	journal	April 2014
A stochastic model for particle motion in large-eddy simulation Shotorban, Babak; Mashayek, Farzad Journal of Turbulence, Vol. 7 https://doi.org/10.1080/14685240600595685	journal	January 2006
Preferential concentration of particles by turbulence Squires, Kyle D.; Eaton, John K. Physics of Fluids A: Fluid Dynamics, Vol. 3, Issue 5 https://doi.org/10.1063/1.858045	journal	May 1991
Settling velocity and concentration distribution of heavy particles in homogeneous isotropic turbulence Wang, Lian-Ping; Maxey, Martin R. Journal of Fluid Mechanics, Vol. 256 https://doi.org/10.1017/S0022112093002708	journal	November 1993
Competition between drag and Coulomb interactions in turbulent particle-laden flows using a coupled-fluid–Ewald-summation based approach Yao, Yuan; Capecelatro, Jesse Physical Review Fluids, Vol. 3, Issue 3 https://doi.org/10.1103/PhysRevFluids.3.034301	journal	March 2018

Cited By (1)

Turbophoresis of small inertial particles: theoretical considerations and application to wall-modelled large-eddy simulations Johnson, Perry L.; Bassenne, Maxime; Moin, Parviz Journal of Fluid Mechanics, Vol. 883 https://doi.org/10.1017/jfm.2019.865	journal	November 2019

Similar Records

A simple dynamic subgrid-scale model for LES of particle-laden turbulence

Journal Article · Fri Apr 14 00:00:00 EDT 2017 · Physical Review Fluids · OSTI ID:1512745

Park, George Ilhwan; Bassenne, Maxime; Urzay, Javier; +1 more

Large-eddy simulation of heavy particle dispersion in wall-bounded turbulent flows

Journal Article · Tue Mar 10 00:00:00 EDT 2015 · AIP Conference Proceedings · OSTI ID:1512745

Salvetti, M. V.

Large-eddy simulation of round turbulent jets using the Inertial LES method with multifractal subgrid-scale modeling

Conference · Mon Jan 08 00:00:00 EST 2007 · OSTI ID:1512745

Burton, G

Related Subjects

72 PHYSICS OF ELEMENTARY PARTICLES AND FIELDS
Particle-laden flows
Large-eddy simulation
Preferential concentration
Subgrid-scale modeling

Title: A dynamic spectrally enriched subgrid-scale model for preferential concentration in particle-laden turbulence

Citation Formats

References (53)

Cited By (1)

Similar Records

Related Subjects