Euler-euler anisotropic gaussian mesoscale simulation of homogeneous cluster-induced gas-particle turbulence
Abstract
An Euler–Euler anisotropic Gaussian approach (EE‐AG) for simulating gas–particle flows, in which particle velocities are assumed to follow a multivariate anisotropic Gaussian distribution, is used to perform mesoscale simulations of homogeneous cluster‐induced turbulence (CIT). A three‐dimensional Gauss–Hermite quadrature formulation is used to calculate the kinetic flux for 10 velocity moments in a finite‐volume framework. The particle‐phase volume‐fraction and momentum equations are coupled with the Eulerian solver for the gas phase. This approach is implemented in an open‐source CFD package, OpenFOAM, and detailed simulation results are compared with previous Euler–Lagrange simulations in a domain size study of CIT. The results demonstrate that the proposed EE‐AG methodology is able to produce comparable results to EL simulations, and this moment‐based methodology can be used to perform accurate mesoscale simulations of dilute gas–particle flows. © 2017 American Institute of Chemical Engineers AIChE J , 63: 2630–2643, 2017
- Authors:
-
- Ames Lab., Ames, IA (United States)
- Tsinghua Univ., Beijing (People's Republic of China)
- Univ. of Michigan, Ann Arbor, MI (United States)
- Cornell Univ., Ithaca, NY (United States)
- Iowa State Univ., Ames, IA (United States)
- Publication Date:
- Research Org.:
- Ames Laboratory (AMES), Ames, IA (United States)
- Sponsoring Org.:
- USDOE
- OSTI Identifier:
- 1350051
- Alternate Identifier(s):
- OSTI ID: 1401895
- Report Number(s):
- IS-J-9250
Journal ID: ISSN 0001-1541
- Grant/Contract Number:
- AC02-07CH11358; 91434119; CBET-1437865; CBET-1437903; DE‐AC02‐07CH11358
- Resource Type:
- Accepted Manuscript
- Journal Name:
- AIChE Journal
- Additional Journal Information:
- Journal Volume: 63; Journal Issue: 7; 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; 37 INORGANIC, ORGANIC, PHYSICAL, AND ANALYTICAL CHEMISTRY; fluid-particle flow; kinetic theory of granular flow; quadrature-based moment methods; kinetic-based finite-volume methods; OpenFOAM
Citation Formats
Kong, Bo, Fox, Rodney O., Feng, Heng, Capecelatro, Jesse, Patel, Ravi, Desjardins, Olivier, and Fox, Rodney O. Euler-euler anisotropic gaussian mesoscale simulation of homogeneous cluster-induced gas-particle turbulence. United States: N. p., 2017.
Web. doi:10.1002/aic.15686.
Kong, Bo, Fox, Rodney O., Feng, Heng, Capecelatro, Jesse, Patel, Ravi, Desjardins, Olivier, & Fox, Rodney O. Euler-euler anisotropic gaussian mesoscale simulation of homogeneous cluster-induced gas-particle turbulence. United States. https://doi.org/10.1002/aic.15686
Kong, Bo, Fox, Rodney O., Feng, Heng, Capecelatro, Jesse, Patel, Ravi, Desjardins, Olivier, and Fox, Rodney O. Thu .
"Euler-euler anisotropic gaussian mesoscale simulation of homogeneous cluster-induced gas-particle turbulence". United States. https://doi.org/10.1002/aic.15686. https://www.osti.gov/servlets/purl/1350051.
@article{osti_1350051,
title = {Euler-euler anisotropic gaussian mesoscale simulation of homogeneous cluster-induced gas-particle turbulence},
author = {Kong, Bo and Fox, Rodney O. and Feng, Heng and Capecelatro, Jesse and Patel, Ravi and Desjardins, Olivier and Fox, Rodney O.},
abstractNote = {An Euler–Euler anisotropic Gaussian approach (EE‐AG) for simulating gas–particle flows, in which particle velocities are assumed to follow a multivariate anisotropic Gaussian distribution, is used to perform mesoscale simulations of homogeneous cluster‐induced turbulence (CIT). A three‐dimensional Gauss–Hermite quadrature formulation is used to calculate the kinetic flux for 10 velocity moments in a finite‐volume framework. The particle‐phase volume‐fraction and momentum equations are coupled with the Eulerian solver for the gas phase. This approach is implemented in an open‐source CFD package, OpenFOAM, and detailed simulation results are compared with previous Euler–Lagrange simulations in a domain size study of CIT. The results demonstrate that the proposed EE‐AG methodology is able to produce comparable results to EL simulations, and this moment‐based methodology can be used to perform accurate mesoscale simulations of dilute gas–particle flows. © 2017 American Institute of Chemical Engineers AIChE J , 63: 2630–2643, 2017},
doi = {10.1002/aic.15686},
journal = {AIChE Journal},
number = 7,
volume = 63,
place = {United States},
year = {Thu Feb 16 00:00:00 EST 2017},
month = {Thu Feb 16 00:00:00 EST 2017}
}
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
Numerical study of dilute and dense poly-dispersed gas-solid two-phase flows using an Eulerian and Lagrangian hybrid model
journal, May 2013
- Schellander, D.; Schneiderbauer, S.; Pirker, S.
- Chemical Engineering Science, Vol. 95
A quadrature-based moment method for dilute fluid-particle flows
journal, February 2008
- Desjardins, O.; Fox, R. O.; Villedieu, P.
- Journal of Computational Physics, Vol. 227, Issue 4
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
A fully coupled quadrature-based moment method for dilute to moderately dilute fluid–particle flows
journal, April 2010
- Passalacqua, A.; Fox, R. O.; Garg, R.
- Chemical Engineering Science, Vol. 65, Issue 7
A quadrature-based third-order moment method for dilute gas-particle flows
journal, June 2008
- Fox, R. O.
- Journal of Computational Physics, Vol. 227, Issue 12
Numerical simulation of gas-particle flow with a second-order moment method in bubbling fluidized beds
journal, May 2010
- Dan, Sun; Jianzhi, Wang; Huilin, Lu
- Powder Technology, Vol. 199, Issue 3
A comparative study of different CFD-codes for numerical simulation of gas–solid fluidized bed hydrodynamics
journal, April 2012
- Herzog, Nicoleta; Schreiber, Matthias; Egbers, Christoph
- Computers & Chemical Engineering, Vol. 39
Quadrature-Based Moment Model for Moderately Dense Polydisperse Gas−Particle Flows
journal, June 2010
- Fox, Rodney O.; Vedula, Prakash
- Industrial & Engineering Chemistry Research, Vol. 49, Issue 11
The Gaussian Moment Closure for Gas Dynamics
journal, January 1998
- Levermore, C. David; Morokoff, William J.
- SIAM Journal on Applied Mathematics, Vol. 59, Issue 1
Implementation of an iterative solution procedure for multi-fluid gas–particle flow models on unstructured grids
journal, November 2011
- Passalacqua, A.; Fox, R. O.
- Powder Technology, Vol. 213, Issue 1-3
Filtered two-fluid models of fluidized gas-particle flows: New constitutive relations
journal, May 2013
- Milioli, Christian C.; Milioli, Fernando E.; Holloway, William
- AIChE Journal, Vol. 59, Issue 9
Realizable high-order finite-volume schemes for quadrature-based moment methods applied to diffusion population balance equations
journal, September 2013
- Vikas, V.; Wang, Z. J.; Fox, R. O.
- Journal of Computational Physics, Vol. 249
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
Realizable high-order finite-volume schemes for quadrature-based moment methods
journal, June 2011
- Vikas, V.; Wang, Z. J.; Passalacqua, A.
- Journal of Computational Physics, Vol. 230, Issue 13
A comprehensive frictional-kinetic model for gas–particle flows: Analysis of fluidized and moving bed regimes
journal, October 2012
- Schneiderbauer, Simon; Aigner, Andreas; Pirker, Stefan
- Chemical Engineering Science, Vol. 80
Applying the direct quadrature method of moments to improve multiphase FCC riser reactor simulation
journal, December 2012
- Dutta, Abhishek; Constales, Denis; Heynderickx, Geraldine J.
- Chemical Engineering Science, Vol. 83
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
Gas-particle flow in a vertical pipe with particle-particle interactions
journal, September 1989
- Sinclair, J. L.; Jackson, R.
- AIChE Journal, Vol. 35, Issue 9
Numerical analysis of the dynamics of two- and three-dimensional fluidized bed reactors using an Euler–Lagrange approach
journal, April 2012
- Pepiot, Perrine; Desjardins, Olivier
- Powder Technology, Vol. 220
Strongly coupled fluid-particle flows in vertical channels. II. Turbulence modeling
journal, March 2016
- Capecelatro, Jesse; Desjardins, Olivier; Fox, Rodney O.
- Physics of Fluids, Vol. 28, Issue 3
A kinetic model for rapid granular flows of nearly elastic particles including interstitial fluid effects
journal, November 1988
- Ma, D.; Ahmadi, G.
- Powder Technology, Vol. 56, Issue 3
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
Effects of particle-phase turbulence in gas-solid flows
journal, April 1997
- Hrenya, Christine M.; Sinclair, Jennifer L.
- AIChE Journal, Vol. 43, Issue 4
Interaction between particle clusters and particle-induced turbulence
journal, October 2002
- Kajishima, Takeo; Takiguchi, Saotshi
- International Journal of Heat and Fluid Flow, Vol. 23, Issue 5
Strongly coupled fluid-particle flows in vertical channels. I. Reynolds-averaged two-phase turbulence statistics
journal, March 2016
- Capecelatro, Jesse; Desjardins, Olivier; Fox, Rodney O.
- Physics of Fluids, Vol. 28, Issue 3
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
Kinetic theories for granular flow: inelastic particles in Couette flow and slightly inelastic particles in a general flowfield
journal, March 1984
- Lun, C. K. K.; Savage, S. B.; Jeffrey, D. J.
- Journal of Fluid Mechanics, Vol. 140
A functional subgrid drift velocity model for filtered drag prediction in dense fluidized bed
journal, May 2011
- Parmentier, Jean-François; Simonin, Olivier; Delsart, Olivier
- AIChE Journal, Vol. 58, Issue 4
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
A second-order moment method applied to gas-solid risers
journal, March 2012
- Chen, Juhui; Wang, Shuyan; Sun, Dan
- AIChE Journal, Vol. 58, Issue 12
Higher-order quadrature-based moment methods for kinetic equations
journal, November 2009
- Fox, R. O.
- Journal of Computational Physics, Vol. 228, Issue 20
Efficient Numerical Diagonalization of Hermitian 3 × 3 Matrices
journal, March 2008
- Kopp, Joachim
- International Journal of Modern Physics C, Vol. 19, Issue 03
An extended quadrature-based mass-velocity moment model for polydisperse bubbly flows
journal, October 2014
- Yuan, Cansheng; Kong, Bo; Passalacqua, Alberto
- The Canadian Journal of Chemical Engineering, Vol. 92, Issue 12
Computation of flow patterns in circulating fluidized beds
journal, June 1990
- Tsuo, Yuan P.; Gidaspow, D.
- AIChE Journal, Vol. 36, Issue 6
Modeling Dilute Gas–Solid Flows Using a Polykinetic Moment Method Approach
journal, December 2015
- Dunn, Dennis M.; Squires, Kyle D.
- Journal of Fluids Engineering, Vol. 138, Issue 4
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
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
Modeling Fluid Dynamics and Growth Kinetics in Fluidized Bed Spray Granulation
journal, December 2010
- Li, Zhen; Kind, Matthias; Gruenewald, Gerald
- The Journal of Computational Multiphase Flows, Vol. 2, Issue 4
Simulated second-order moments of clusters and dispersed particles in riser
journal, September 2013
- Lu, Huang; Chen, Juhui; Liu, Guodong
- Chemical Engineering Science, Vol. 101
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
Advanced continuum modelling of gas-particle flows beyond the hydrodynamic limit
journal, April 2011
- Passalacqua, A.; Fox, R. O.
- Applied Mathematical Modelling, Vol. 35, Issue 4
Enskog kinetic theory for monodisperse gas–solid flows
journal, September 2012
- Garzó, V.; Tenneti, S.; Subramaniam, S.
- Journal of Fluid Mechanics, Vol. 712
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
Burnett-order constitutive relations, second moment anisotropy and co-existing states in sheared dense gas–solid suspensions
journal, January 2020
- Saha, Saikat; Alam, Meheboob
- Journal of Fluid Mechanics, Vol. 887
Unified theory for a sheared gas–solid suspension: from rapid granular suspension to its small-Stokes-number limit
journal, May 2019
- Alam, M.; Saha, S.; Gupta, R.
- Journal of Fluid Mechanics, Vol. 870
A kinetic-based hyperbolic two-fluid model for binary hard-sphere mixtures
journal, August 2019
- Fox, Rodney O.
- Journal of Fluid Mechanics, Vol. 877
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