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Title: Verification of Eulerian-Eulerian and Eulerian-Lagrangian simulations for turbulent fluid-particle flows

Abstract

We present a verification study of three simulation techniques for fluid–particle flows, including an Euler–Lagrange approach (EL) inspired by Jackson's seminal work on fluidized particles, a quadrature–based moment method based on the anisotropic Gaussian closure (AG), and the traditional two‐fluid model. We perform simulations of two problems: particles in frozen homogeneous isotropic turbulence (HIT) and cluster‐induced turbulence (CIT). For verification, we evaluate various techniques for extracting statistics from EL and study the convergence properties of the three methods under grid refinement. The convergence is found to depend on the simulation method and on the problem, with CIT simulations posing fewer difficulties than HIT. Specifically, EL converges under refinement for both HIT and CIT, but statistics exhibit dependence on the postprocessing parameters. For CIT, AG produces similar results to EL. For HIT, converging both TFM and AG poses challenges. Overall, extracting converged, parameter‐independent Eulerian statistics remains a challenge for all methods. © 2017 American Institute of Chemical Engineers AIChE J , 63: 5396–5412, 2017

Authors:
 [1];  [1]; ORCiD logo [2];  [3];  [4]
  1. Cornell Univ., Ithaca, NY (United States)
  2. Ames Lab., Ames, IA (United States)
  3. Univ. of Michigan, Ann Arbor, MI (United States)
  4. Ames Lab. and Iowa State Univ., Ames, IA (United States)
Publication Date:
Research Org.:
Ames Laboratory (AMES), Ames, IA (United States)
Sponsoring Org.:
USDOE
OSTI Identifier:
1409363
Alternate Identifier(s):
OSTI ID: 1392168
Report Number(s):
IS-J-9490
Journal ID: ISSN 0001-1541
Grant/Contract Number:  
AC02-07CH11358
Resource Type:
Accepted Manuscript
Journal Name:
AIChE Journal
Additional Journal Information:
Journal Volume: 63; Journal Issue: 12; Journal ID: ISSN 0001-1541
Publisher:
American Institute of Chemical Engineers
Country of Publication:
United States
Language:
English
Subject:
72 PHYSICS OF ELEMENTARY PARTICLES AND FIELDS; computational fluid dynamics (CFD); fluid-particle flow; kinetic theory of granular flow; Euler-Lagrange method; quadrature-based moment methods

Citation Formats

Patel, Ravi G., Desjardins, Olivier, Kong, Bo, Capecelatro, Jesse, and Fox, Rodney O. Verification of Eulerian-Eulerian and Eulerian-Lagrangian simulations for turbulent fluid-particle flows. United States: N. p., 2017. Web. doi:10.1002/aic.15949.
Patel, Ravi G., Desjardins, Olivier, Kong, Bo, Capecelatro, Jesse, & Fox, Rodney O. Verification of Eulerian-Eulerian and Eulerian-Lagrangian simulations for turbulent fluid-particle flows. United States. https://doi.org/10.1002/aic.15949
Patel, Ravi G., Desjardins, Olivier, Kong, Bo, Capecelatro, Jesse, and Fox, Rodney O. Fri . "Verification of Eulerian-Eulerian and Eulerian-Lagrangian simulations for turbulent fluid-particle flows". United States. https://doi.org/10.1002/aic.15949. https://www.osti.gov/servlets/purl/1409363.
@article{osti_1409363,
title = {Verification of Eulerian-Eulerian and Eulerian-Lagrangian simulations for turbulent fluid-particle flows},
author = {Patel, Ravi G. and Desjardins, Olivier and Kong, Bo and Capecelatro, Jesse and Fox, Rodney O.},
abstractNote = {We present a verification study of three simulation techniques for fluid–particle flows, including an Euler–Lagrange approach (EL) inspired by Jackson's seminal work on fluidized particles, a quadrature–based moment method based on the anisotropic Gaussian closure (AG), and the traditional two‐fluid model. We perform simulations of two problems: particles in frozen homogeneous isotropic turbulence (HIT) and cluster‐induced turbulence (CIT). For verification, we evaluate various techniques for extracting statistics from EL and study the convergence properties of the three methods under grid refinement. The convergence is found to depend on the simulation method and on the problem, with CIT simulations posing fewer difficulties than HIT. Specifically, EL converges under refinement for both HIT and CIT, but statistics exhibit dependence on the postprocessing parameters. For CIT, AG produces similar results to EL. For HIT, converging both TFM and AG poses challenges. Overall, extracting converged, parameter‐independent Eulerian statistics remains a challenge for all methods. © 2017 American Institute of Chemical Engineers AIChE J , 63: 5396–5412, 2017},
doi = {10.1002/aic.15949},
journal = {AIChE Journal},
number = 12,
volume = 63,
place = {United States},
year = {Fri Sep 01 00:00:00 EDT 2017},
month = {Fri Sep 01 00:00:00 EDT 2017}
}

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Works referenced in this record:

On the Anisotropic Gaussian Velocity Closure for Inertial-Particle Laden Flows
journal, November 2014

  • Vié, Aymeric; Doisneau, François; Massot, Marc
  • Communications in Computational Physics, Vol. 17, Issue 1
  • DOI: 10.4208/cicp.021213.140514a

On the apparent viscosity of a fluidized bed
journal, January 2007

  • Gibilaro, L. G.; Gallucci, K.; Di Felice, R.
  • Chemical Engineering Science, Vol. 62, Issue 1-2
  • DOI: 10.1016/j.ces.2006.08.030

Conditional quadrature method of moments for kinetic equations
journal, September 2011


Statistical modeling of sprays using the droplet distribution function
journal, March 2001


Euler-euler anisotropic gaussian mesoscale simulation of homogeneous cluster-induced gas-particle turbulence
journal, March 2017

  • Kong, Bo; Fox, Rodney O.; Feng, Heng
  • AIChE Journal, Vol. 63, Issue 7
  • DOI: 10.1002/aic.15686

Filtered two-fluid models for fluidized gas-particle suspensions
journal, January 2008

  • Igci, Yesim; Andrews, Arthur T.; Sundaresan, Sankaran
  • AIChE Journal, Vol. 54, Issue 6
  • DOI: 10.1002/aic.11481

Equation of State for Nonattracting Rigid Spheres
journal, July 1969

  • Carnahan, Norman F.; Starling, Kenneth E.
  • The Journal of Chemical Physics, Vol. 51, Issue 2
  • DOI: 10.1063/1.1672048

An Euler–Lagrange strategy for simulating particle-laden flows
journal, April 2013


The role of meso-scale structures in rapid gas–solid flows
journal, October 2001


Lagrangian–Eulerian methods for multiphase flows
journal, April 2013


A tensorial approach to computational continuum mechanics using object-oriented techniques
journal, January 1998

  • Weller, H. G.; Tabor, G.; Jasak, H.
  • Computers in Physics, Vol. 12, Issue 6
  • DOI: 10.1063/1.168744

Accurate numerical estimation of interphase momentum transfer in Lagrangian–Eulerian simulations of dispersed two-phase flows
journal, December 2007


Turbulent Dispersed Multiphase Flow
journal, January 2010


Exact regularized point particle method for multiphase flows in the two-way coupling regime
journal, May 2015

  • Gualtieri, P.; Picano, F.; Sardina, G.
  • Journal of Fluid Mechanics, Vol. 773
  • DOI: 10.1017/jfm.2015.258

Fluid Mechanical Description of Fluidized Beds. Equations of Motion
journal, November 1967

  • Anderson, T. B.; Jackson, Roy
  • Industrial & Engineering Chemistry Fundamentals, Vol. 6, Issue 4
  • DOI: 10.1021/i160024a007

Preferential concentration of heavy particles: A Voronoï analysis
journal, October 2010

  • Monchaux, R.; Bourgoin, M.; Cartellier, A.
  • Physics of Fluids, Vol. 22, Issue 10
  • DOI: 10.1063/1.3489987

On fluid–particle dynamics in fully developed cluster-induced turbulence
journal, September 2015

  • Capecelatro, Jesse; Desjardins, Olivier; Fox, Rodney O.
  • Journal of Fluid Mechanics, Vol. 780
  • DOI: 10.1017/jfm.2015.459

A theory for the rapid flow of identical, smooth, nearly elastic, spherical particles
journal, May 1983


High order conservative finite difference scheme for variable density low Mach number turbulent flows
journal, July 2008

  • Desjardins, Olivier; Blanquart, Guillaume; Balarac, Guillaume
  • Journal of Computational Physics, Vol. 227, Issue 15
  • DOI: 10.1016/j.jcp.2008.03.027

A solution algorithm for fluid–particle flows across all flow regimes
journal, September 2017


Particle-Resolved Direct Numerical Simulation for Gas-Solid Flow Model Development
journal, January 2014


A Quadrature-Based Kinetic Model for Dilute Non-Isothermal Granular Flows
journal, July 2011

  • Passalacqua, Alberto; Galvin, Janine E.; Vedula, Prakash
  • Communications in Computational Physics, Vol. 10, Issue 1
  • DOI: 10.4208/cicp.020210.160910a

Three-dimensional Lagrangian Voronoï analysis for clustering of particles and bubbles in turbulence
journal, January 2012

  • Tagawa, Yoshiyuki; Mercado, Julián Martínez; Prakash, Vivek N.
  • Journal of Fluid Mechanics, Vol. 693
  • DOI: 10.1017/jfm.2011.510

A numerically convergent Lagrangian–Eulerian simulation method for dispersed two-phase flows
journal, April 2009


Improving particle drag predictions in Euler–Lagrange simulations with two-way coupling
journal, June 2017


A Model for Collision Processes in Gases. I. Small Amplitude Processes in Charged and Neutral One-Component Systems
journal, May 1954


Influence of grid resolution, parcel size and drag models on bubbling fluidized bed simulation
journal, October 2017


A scaling analysis for point–particle approaches to turbulent multiphase flows
journal, September 2009


Effect of Domain Size on Fluid–Particle Statistics in Homogeneous, Gravity-Driven, Cluster-Induced Turbulence
journal, December 2015

  • Capecelatro, Jesse; Desjardins, Olivier; Fox, Rodney O.
  • Journal of Fluids Engineering, Vol. 138, Issue 4
  • DOI: 10.1115/1.4031703

On multiphase turbulence models for collisional fluid–particle flows
journal, February 2014


The gravitational settling of aerosol particles in homogeneous turbulence and random flow fields
journal, January 1987


Enskog kinetic theory for monodisperse gas–solid flows
journal, September 2012

  • Garzó, V.; Tenneti, S.; Subramaniam, S.
  • Journal of Fluid Mechanics, Vol. 712
  • DOI: 10.1017/jfm.2012.404

Lagrangian Properties of Particles in Turbulence
journal, January 2009


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