Verification of Eulerian-Eulerian and Eulerian-Lagrangian simulations for turbulent fluid-particle flows
Abstract
Here, 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.
- Authors:
-
- Cornell Univ., Ithaca, NY (United States)
- Ames Lab., Ames, IA (United States)
- Univ. of Michigan, Ann Arbor, MI (United States)
- Ames Lab. and Iowa State Univ., Ames, IA (United States)
- Publication Date:
- Research Org.:
- Ames Lab., 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 = {Here, 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.},
doi = {10.1002/aic.15949},
journal = {AIChE Journal},
number = 12,
volume = 63,
place = {United States},
year = {2017},
month = {9}
}
Web of Science
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
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
Conditional quadrature method of moments for kinetic equations
journal, September 2011
- Yuan, C.; Fox, R. O.
- Journal of Computational Physics, Vol. 230, Issue 22
Statistical modeling of sprays using the droplet distribution function
journal, March 2001
- Subramaniam, S.
- Physics of Fluids, Vol. 13, Issue 3
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
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
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
An Euler–Lagrange strategy for simulating particle-laden flows
journal, April 2013
- Capecelatro, Jesse; Desjardins, Olivier
- Journal of Computational Physics, Vol. 238
The role of meso-scale structures in rapid gas–solid flows
journal, October 2001
- Agrawal, Kapil; Loezos, Peter N.; Syamlal, Madhava
- Journal of Fluid Mechanics, Vol. 445
Lagrangian–Eulerian methods for multiphase flows
journal, April 2013
- Subramaniam, Shankar
- Progress in Energy and Combustion Science, Vol. 39, Issue 2-3
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
Accurate numerical estimation of interphase momentum transfer in Lagrangian–Eulerian simulations of dispersed two-phase flows
journal, December 2007
- Garg, R.; Narayanan, C.; Lakehal, D.
- International Journal of Multiphase Flow, Vol. 33, Issue 12
Turbulent Dispersed Multiphase Flow
journal, January 2010
- Balachandar, S.; Eaton, John K.
- Annual Review of Fluid Mechanics, Vol. 42, Issue 1
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
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
Preferential concentration of heavy particles: A Voronoï analysis
journal, October 2010
- Monchaux, R.; Bourgoin, M.; Cartellier, A.
- Physics of Fluids, Vol. 22, Issue 10
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
A theory for the rapid flow of identical, smooth, nearly elastic, spherical particles
journal, May 1983
- Jenkins, J. T.; Savage, S. B.
- Journal of Fluid Mechanics, Vol. 130, Issue -1
Sedimentation of a dilute suspension of rigid spheres at intermediate Galileo numbers: the effect of clustering upon the particle motion
journal, July 2014
- Uhlmann, Markus; Doychev, Todor
- Journal of Fluid Mechanics, Vol. 752
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
A solution algorithm for fluid–particle flows across all flow regimes
journal, September 2017
- Kong, Bo; Fox, Rodney O.
- Journal of Computational Physics, Vol. 344
Preferential concentration of particles in isotropic turbulence: a comparison of the Lagrangian and the equilibrium Eulerian approaches
journal, March 2004
- Rani, Sarma L.; Balachandar, S.
- Powder Technology, Vol. 141, Issue 1-2
Particle-Resolved Direct Numerical Simulation for Gas-Solid Flow Model Development
journal, January 2014
- Tenneti, Sudheer; Subramaniam, Shankar
- Annual Review of Fluid Mechanics, Vol. 46, Issue 1
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
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
A numerically convergent Lagrangian–Eulerian simulation method for dispersed two-phase flows
journal, April 2009
- Garg, R.; Narayanan, C.; Subramaniam, S.
- International Journal of Multiphase Flow, Vol. 35, Issue 4
Improving particle drag predictions in Euler–Lagrange simulations with two-way coupling
journal, June 2017
- Ireland, Peter J.; Desjardins, Olivier
- Journal of Computational Physics, Vol. 338
A Model for Collision Processes in Gases. I. Small Amplitude Processes in Charged and Neutral One-Component Systems
journal, May 1954
- Bhatnagar, P. L.; Gross, E. P.; Krook, M.
- Physical Review, Vol. 94, Issue 3
Influence of grid resolution, parcel size and drag models on bubbling fluidized bed simulation
journal, October 2017
- Lu, Liqiang; Konan, Arthur; Benyahia, Sofiane
- Chemical Engineering Journal, Vol. 326
A scaling analysis for point–particle approaches to turbulent multiphase flows
journal, September 2009
- Balachandar, S.
- International Journal of Multiphase Flow, Vol. 35, Issue 9
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
On multiphase turbulence models for collisional fluid–particle flows
journal, February 2014
- Fox, Rodney O.
- Journal of Fluid Mechanics, Vol. 742
The gravitational settling of aerosol particles in homogeneous turbulence and random flow fields
journal, January 1987
- Maxey, M. R.
- Journal of Fluid Mechanics, Vol. 174
Enskog kinetic theory for monodisperse gas–solid flows
journal, September 2012
- Garzó, V.; Tenneti, S.; Subramaniam, S.
- Journal of Fluid Mechanics, Vol. 712
Lagrangian Properties of Particles in Turbulence
journal, January 2009
- Toschi, Federico; Bodenschatz, Eberhard
- Annual Review of Fluid Mechanics, Vol. 41, Issue 1
Works referencing / citing this record:
Validation study on spatially averaged two-fluid model for gas-solid flows: II. Application to risers and fluidized beds
journal, March 2018
- Schneiderbauer, Simon
- AIChE Journal, Vol. 64, Issue 5
Turbulence modulation by settling inertial aerosols in Eulerian-Eulerian and Eulerian-Lagrangian simulations of homogeneously sheared turbulence
journal, December 2019
- Kasbaoui, M. Houssem
- Physical Review Fluids, Vol. 4, Issue 12
A kinetic-based hyperbolic two-fluid model for binary hard-sphere mixtures
journal, August 2019
- Fox, Rodney O.
- Journal of Fluid Mechanics, Vol. 877