DOE PAGES title logo U.S. Department of Energy
Office of Scientific and Technical Information

Title: Clustering of inertial particles in turbulent flow through a porous unit cell

Journal Article · · Journal of Fluid Mechanics

We report direct numerical simulation is used to investigate effects of turbulent flow in the confined geometry of a face-centred cubic porous unit cell on the transport, clustering and deposition of fine particles at different Stokes numbers (St = 0.01, 0.1, 0.5, 1, 2) and at a pore Reynolds number of 500. Particles are advanced using one-way coupling and the collision of particles with pore walls is modelled as perfectly elastic with specular reflection. Tools for studying inertial particle dynamics and clustering developed for homogeneous flows are adapted to take into account the embedded, curved geometry of the pore walls. The pattern and dynamics of clustering are investigated using the volume change of Voronoi tesselation in time to analyse the divergence and convergence of the particles. Similar to the case of homogeneous, isotropic turbulence, the cluster formation is present at large volumes, while cluster destruction is prominent at small volumes and these effects are amplified with the Stokes number. However, unlike homogeneous, isotropic turbulence, the formation of a large number of very small volumes was observed at all Stokes numbers and attributed to the collision of particles with the pore wall. Multiscale wavelet analysis of the particle number density indicates that the peak of the energy density spectrum, representative of enhanced particle clustering, shifts towards larger scales with an increase in the Stokes number. Scale-dependent skewness and flatness quantify the intermittent void and cluster distribution, with cluster formation observed at small scales for all Stokes numbers, and void regions at large scales for large Stokes numbers.

Research Organization:
Pacific Northwest National Laboratory (PNNL), Richland, WA (United States)
Sponsoring Organization:
Agence Nationale de la Recherche; French National Centre for Scientific Research (CNRS); National Science Foundation (NSF); USDOE
Grant/Contract Number:
AC05-76RL01830
OSTI ID:
1909894
Report Number(s):
PNNL-SA-165885
Journal Information:
Journal of Fluid Mechanics, Journal Name: Journal of Fluid Mechanics Vol. 937; ISSN 0022-1120
Publisher:
Cambridge University PressCopyright Statement
Country of Publication:
United States
Language:
English

References (45)

The importance and challenge of hyporheic mixing: HYPORHEIC MIXING journal May 2017
Existence of a critical particle concentration in plugging of a packed bed journal April 1998
DNS of Turbulent Flows in Ducts with Complex Shape journal May 2018
Preferential concentration of particles by turbulence journal August 1994
Accounting for finite-size effects in simulations of disperse particle-laden flows journal March 2008
Blockage of constrictions by particles in fluid–solid transport journal January 2010
Analyzing preferential concentration and clustering of inertial particles in turbulence journal April 2012
Relative performance of body fitted and fictitious domain simulations of flow through fixed packed beds of spheres journal October 2013
A numerical method for fully resolved simulation (FRS) of rigid particle–flow interactions in complex flows journal May 2009
Quasi-direct numerical simulation of a pebble bed configuration. Part I: Flow (velocity) field analysis journal October 2013
Sand production: A smart control framework for risk mitigation journal March 2020
On the size distribution of Poisson Voronoi cells journal November 2007
Experimental investigation of pore clogging by microparticles: Evidence for a critical flux density of particle yielding arches and deposits journal November 2012
Statistical mechanical description and modelling of turbulent collision of inertial particles journal July 2000
The transition from steady to weakly turbulent flow in a close-packed ordered array of spheres journal August 2002
The gravitational settling of aerosol particles in homogeneous turbulence and random flow fields journal January 1987
Analysis of turbulence in the orthonormal wavelet representation journal November 1991
Collision statistics in an isotropic particle-laden turbulent suspension. Part 1. Direct numerical simulations journal March 1997
Plugging by hydrodynamic bridging during flow of stable colloidal particles within cylindrical pores journal April 1999
Wavelet transforms and their applications to MHD and plasma turbulence: a review journal October 2015
Numerical investigation of the possibility of macroscopic turbulence in porous media: a direct numerical simulation study journal February 2015
Particle based modelling and simulation of natural sand dynamics in the wave bottom boundary layer journal May 2016
Characteristics of turbulence in a face-centred cubic porous unit cell journal June 2019
Divergence and convergence of inertial particles in high-Reynolds-number turbulence journal October 2020
CFD as a Design Tool for Fixed-Bed Reactors journal November 2001
Discrete Element Modeling Applied to Laboratory Simulation of Near-Wellbore Mechanics journal March 2004
Effect of Rock Strength Criterion on the Predicted Onset of Sand Production journal March 2005
Self-similar clustering of inertial particles and zero-acceleration points in fully developed two-dimensional turbulence journal November 2006
A unified sweep-stick mechanism to explain particle clustering in two- and three-dimensional homogeneous, isotropic turbulence journal November 2009
Preferential concentration of heavy particles: A Voronoï analysis journal October 2010
Analysis of the clustering of inertial particles in turbulent flows journal December 2016
Preferential concentration of inertial sub-Kolmogorov particles: The roles of mass loading of particles, Stokes numbers, and Reynolds numbers journal February 2017
Extraction of coherent clusters and grid adaptation in particle-laden turbulence using wavelet filters journal May 2017
Angular multiscale statistics of turbulence in a porous bed journal August 2018
Scale-dependent statistics of inertial particle distribution in high Reynolds number turbulence journal June 2021
Heavy Particle Concentration in Turbulence at Dissipative and Inertial Scales journal February 2007
Voronoi diagrams---a survey of a fundamental geometric data structure journal September 1991
The quickhull algorithm for convex hulls journal December 1996
Modeling Turbulent Flows in Porous Media journal January 2020
Wavelet Methods in Computational Fluid Dynamics journal January 2010
Wavelet Transforms and their Applications to Turbulence journal January 1992
Lagrangian Properties of Particles in Turbulence journal January 2009
Influence of Microscale Turbulent Droplet Clustering on Radar Cloud Observations journal September 2014
Considerations in Gravel Pack Design journal February 1974
Particle Clogging in Radial Flow: Microscale Mechanisms journal June 2006