Article
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An Analysis of CFD-DEM with Coarse Graining for Turbulent Particle-Laden Jet Flows
Version 1
: Received: 5 July 2023 / Approved: 6 July 2023 / Online: 6 July 2023 (09:09:14 CEST)
A peer-reviewed article of this Preprint also exists.
Weaver, D.S.; Mišković, S. An Analysis of CFD-DEM with Coarse Graining for Turbulent Particle-Laden Jet Flows. Fluids 2023, 8, 215. Weaver, D.S.; Mišković, S. An Analysis of CFD-DEM with Coarse Graining for Turbulent Particle-Laden Jet Flows. Fluids 2023, 8, 215.
Abstract
This paper presents the results of simulations of particle-laden air-solid jet flow in long straight tubes using CFD-DEM, along with an analysis of coarse-graining. Although previous studies have used CFD-DEM for similar flows, these have typically been in a dilute flow regime where uncoupled simulations are accurate. However, fully coupled simulations can introduce issues, necessitating validation studies to ensure that all coupling parameters are effectively used and that the physics is accurately represented. This paper validates the simulations against two different experimental studies, with fluid Reynolds numbers between 10,000 and 40,000 and Stokes numbers between 5.6 and 50. Interestingly, the profiles of mean particle velocity exhibit fewer discrepancies as the Stokes number increases but more discrepancies for the root mean square velocity compared to the experiments. Particle number flux is consistent with the experiments after the nozzle exit. Coarse-graining is also applied to the same simulations, achieving relatively accurate results. However, as expected, scaling of contact collision frequencies, forces, and stresses cannot be achieved, meaning that coarse-graining may be useful for comparing designs or operating parameters on an industrial scale but falls short when measuring the total energy dissipation of one experiment.
Keywords
Jet Flow; CFD; Turbulence; CFD-DEM
Subject
Engineering, Chemical Engineering
Copyright: This is an open access article distributed under the Creative Commons Attribution License which permits unrestricted use, distribution, and reproduction in any medium, provided the original work is properly cited.
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