Skip to main content
U.S. Department of Energy
Office of Scientific and Technical Information

Lagrangian and Eulerian drag models that are consistent between Euler-Lagrange and Euler-Euler (two-fluid) approaches for homogeneous systems

Journal Article · · Physical Review Fluids
The undisturbed flow of a particle is of fundamental importance since it controls both the undisturbed flow force and the perturbation force (which includes quasisteady, added-mass, and history forces). Here we use the pairwise interaction extended point particle framework to evaluate the undisturbed flow of each particle through superposition of the perturbation flow induced by all its neighbors. This approach allows calculation of various statistics related to undisturbed fluid velocity under conditions of both stationary and nonstationary particles. In a random distribution of stationary particles, while the macroscale undisturbed flow is slowly varying, the microscale undisturbed flow that arises due to the perturbation flow of neighbors varies substantially from one particle to another and this in turn leads to large variation in the hydrodynamic force exerted on the particles. The effect of particle motion is generally to increase the particle-to-particle variation in the undisturbed fluid velocity of the particles. We observe that this increase is greater for the transverse component than for the streamwise component. As a result, with increasing random particle motion, the distribution of undisturbed fluid-velocity fluctuation becomes isotropic. Three different normalized forces are defined: $Φ^L$ is the Lagrangian normalized force on an individual particle suitable for application in a microscale-informed Euler-Lagrange simulation, $Φ^E$ is the Eulerian normalized average force suitable for application in an Euler-Euler simulation, and $$Φ^{LE}$$ is the Lagrangian normalized force on an individual particle suitable for application in the standard Euler-Lagrange simulation. In this work, we establish precise relations between these different definitions. The drag laws developed based on particle-resolved direct numerical simulation results and experiments are appropriate for application only as the Eulerian normalized average force. We introduce the force consistency relation and use it to obtain an expression for $Φ^L$, which when applied to each particle and averaged over all the particles equals $Φ^E$. The results are first obtained in the limit of stationary particles and then extended to the general case of nonstationary particles.
Research Organization:
Univ. of Florida, Gainesville, FL (United States)
Sponsoring Organization:
USDOE National Nuclear Security Administration (NNSA); US Department of the Navy, Office of Naval Research (ONR); National Science Foundation (NSF)
Grant/Contract Number:
NA0002378
OSTI ID:
1801102
Journal Information:
Physical Review Fluids, Journal Name: Physical Review Fluids Journal Issue: 8 Vol. 5; ISSN 2469-990X
Publisher:
American Physical Society (APS)Copyright Statement
Country of Publication:
United States
Language:
English

References (42)

Drag force of intermediate Reynolds number flow past mono- and bidisperse arrays of spheres journal January 2007
A new drag correlation from fully resolved simulations of flow past monodisperse static arrays of spheres journal October 2014
Direct numerical simulations of dynamic gas-solid suspensions journal February 2016
Effect of anisotropic microstructures on fluid–particle drag in low‐Reynolds‐number monodisperse gas–solid suspensions journal January 2020
Toward particle-resolved accuracy in Euler–Lagrange simulations of multiphase flow using machine learning and pairwise interaction extended point-particle (PIEP) approximation journal June 2020
Effect of density ratio on velocity fluctuations in dispersed multiphase flow from simulations of finite-size particles journal November 2018
Particle-resolved numerical simulations of the gas–solid heat transfer in arrays of random motionless particles journal February 2019
The sedimentation of a suspension of uniform spheres under conditions of viscous flow journal April 1954
A stochastic model for solid particle dispersion in a nonhomogeneous turbulent field journal March 2003
A new relation of drag force for high Stokes number monodisperse spheres by direct numerical simulation journal November 2014
Fully resolved simulation of a gas-fluidized bed: A critical test of DEM models journal March 2013
A scaling analysis for point–particle approaches to turbulent multiphase flows journal September 2009
Drag law for monodisperse gas–solid systems using particle-resolved direct numerical simulation of flow past fixed assemblies of spheres journal November 2011
A scaling analysis of added-mass and history forces and their coupling in dispersed multiphase flows journal December 2013
Drag correlation for dilute and moderately dense fluid-particle systems using the lattice Boltzmann method journal January 2015
Correction scheme for point-particle models applied to a nonlinear drag law in simulations of particle-fluid interaction journal April 2018
Estimation of fluid forces on a spherical particle for two-way coupling simulation based on the volume averaging journal April 2019
Regularization of the Lagrangian point force approximation for deterministic discrete particle simulations journal August 2019
An Euler–Lagrange strategy for simulating particle-laden flows journal April 2013
Immersed boundary method with non-uniform distribution of Lagrangian markers for a non-uniform Eulerian mesh journal February 2016
Improving particle drag predictions in Euler–Lagrange simulations with two-way coupling journal June 2017
Pairwise-interaction extended point-particle model for particle-laden flows journal December 2017
A correction scheme for two-way coupled point-particle simulations on anisotropic grids journal December 2018
Self-induced velocity correction for improved drag estimation in Euler–Lagrange point-particle simulations journal January 2019
A hybrid point-particle force model that combines physical and data-driven approaches journal May 2019
Self-induced temperature correction for inter-phase heat transfer in Euler-Lagrange point-particle simulation journal November 2019
Direct numerical simulation of gas–solid suspensions at moderate Reynolds number: Quantifying the coupling between hydrodynamic forces and particle velocity fluctuations journal October 2010
Effects of granular temperature on inter-phase drag in gas-solid flows journal November 2017
A supervised machine learning approach for predicting variable drag forces on spherical particles in suspension journal March 2019
Rheology of suspensions with high particle inertia and moderate fluid inertia journal April 2003
A comprehensive probability density function formalism for multiphase flows journal June 2009
Direct numerical simulation of low-Reynolds-number flow past arrays of rotating spheres journal January 2015
Exact regularized point particle method for multiphase flows in the two-way coupling regime journal May 2015
On fluid–particle dynamics in fully developed cluster-induced turbulence journal September 2015
Pairwise interaction extended point-particle model for a random array of monodisperse spheres journal January 2017
Lattice Boltzmann simulations of low-Reynolds-number flows past fluidized spheres: effect of inhomogeneities on the drag force journal November 2017
Direct numerical simulation of moderate-Reynolds-number flow past arrays of rotating spheres journal July 2015
Strongly coupled fluid-particle flows in vertical channels. I. Reynolds-averaged two-phase turbulence statistics journal March 2016
Equation of motion for a small rigid sphere in a nonuniform flow journal January 1983
Force variation within arrays of monodisperse spherical particles journal August 2016
Lagrangian investigation of pseudo-turbulence in multiphase flow using superposable wakes journal November 2019
Turbulent Dispersed Multiphase Flow journal January 2010

Similar Records

Self-induced temperature correction for inter-phase heat transfer in Euler-Lagrange point-particle simulation
Journal Article · Mon Jul 15 00:00:00 EDT 2019 · Journal of Computational Physics · OSTI ID:1801098

Pairwise-interaction extended point-particle model for particle-laden flows
Journal Article · Thu Dec 14 23:00:00 EST 2017 · Journal of Computational Physics · OSTI ID:22701646

Simulation and Comparison of Particle Injection in an Indoor Environment Using the Species Transport and Discrete Phase Models
Conference · Mon Dec 10 23:00:00 EST 2012 · OSTI ID:1113621

Related Subjects