Comparisons of Two Types of Particle Tracking Models Including the Effects of Vertical Velocity Shear

In this study, two types of particle tracking models were presented to investigate the applicability in the two-dimensional solute mixing simulations. The conventional particle tracking model, denoted as PTM, was developed based on Fick’s law, which adopted the dispersion coefficient to calculate th...

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Main Authors: Inhwan Park, Jaehyun Shin, Hoje Seong, Dong Sop Rhee
Format: Article
Language:English
Published: MDPI AG 2020-12-01
Series:Water
Subjects:
Online Access:https://www.mdpi.com/2073-4441/12/12/3535
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spelling doaj-564f28b7137b4c8fa802df967ce71e0c2020-12-17T00:04:05ZengMDPI AGWater2073-44412020-12-01123535353510.3390/w12123535Comparisons of Two Types of Particle Tracking Models Including the Effects of Vertical Velocity ShearInhwan Park0Jaehyun Shin1Hoje Seong2Dong Sop Rhee3Department of Civil Engineering, Seoul National University of Science and Technology, 232 Gongreung-ro, Nowon-Gu, Seoul 01811, KoreaKorea Institute of Civil Engineering and Building Technology, 283 Goyangdae-Ro, Ilsanseo-Gu, Goyang-Si 10223, Gyeonggi-Do, KoreaKorea Institute of Civil Engineering and Building Technology, 283 Goyangdae-Ro, Ilsanseo-Gu, Goyang-Si 10223, Gyeonggi-Do, KoreaKorea Institute of Civil Engineering and Building Technology, 283 Goyangdae-Ro, Ilsanseo-Gu, Goyang-Si 10223, Gyeonggi-Do, KoreaIn this study, two types of particle tracking models were presented to investigate the applicability in the two-dimensional solute mixing simulations. The conventional particle tracking model, denoted as PTM, was developed based on Fick’s law, which adopted the dispersion coefficient to calculate the random displacements. The other model is the particle dispersion model (PDM), which computes the shear dispersion process by dividing into two computation procedures as the shear translation and the vertical mixing. The PTM and the PDM included the effects of vertical profiles of velocity in the computation of dispersion coefficients and the shear translation step, respectively. The main difference between the two models is whether the shear dispersion process is reproduced using Fick’s law or the direct computation method. These differences were clearly revealed by comparing with the analytic solution of the advection-dispersion equation. The concentration curve resulting from the PTM shows the Gaussian curves, which were well-fitted with the analytic solution in both initial and Taylor periods. Meanwhile, the PDM presented skewed curves in the initial period and gradually turned to the symmetric shape in the Taylor period. The inherent differences of the two particle tracking models were scrutinized against the two-dimensional tracer test results, which show the non-Fickian mixing properties. The comparisons of concentration–time curves reveal that the PDM reproduced a more accurate shape of the curves than the results by the PTM by demonstrating skewed concentration curves.https://www.mdpi.com/2073-4441/12/12/3535pollutant transportshear flow dispersionparticle trackingFick’s lawnon-Fickian mixing
collection DOAJ
language English
format Article
sources DOAJ
author Inhwan Park
Jaehyun Shin
Hoje Seong
Dong Sop Rhee
spellingShingle Inhwan Park
Jaehyun Shin
Hoje Seong
Dong Sop Rhee
Comparisons of Two Types of Particle Tracking Models Including the Effects of Vertical Velocity Shear
Water
pollutant transport
shear flow dispersion
particle tracking
Fick’s law
non-Fickian mixing
author_facet Inhwan Park
Jaehyun Shin
Hoje Seong
Dong Sop Rhee
author_sort Inhwan Park
title Comparisons of Two Types of Particle Tracking Models Including the Effects of Vertical Velocity Shear
title_short Comparisons of Two Types of Particle Tracking Models Including the Effects of Vertical Velocity Shear
title_full Comparisons of Two Types of Particle Tracking Models Including the Effects of Vertical Velocity Shear
title_fullStr Comparisons of Two Types of Particle Tracking Models Including the Effects of Vertical Velocity Shear
title_full_unstemmed Comparisons of Two Types of Particle Tracking Models Including the Effects of Vertical Velocity Shear
title_sort comparisons of two types of particle tracking models including the effects of vertical velocity shear
publisher MDPI AG
series Water
issn 2073-4441
publishDate 2020-12-01
description In this study, two types of particle tracking models were presented to investigate the applicability in the two-dimensional solute mixing simulations. The conventional particle tracking model, denoted as PTM, was developed based on Fick’s law, which adopted the dispersion coefficient to calculate the random displacements. The other model is the particle dispersion model (PDM), which computes the shear dispersion process by dividing into two computation procedures as the shear translation and the vertical mixing. The PTM and the PDM included the effects of vertical profiles of velocity in the computation of dispersion coefficients and the shear translation step, respectively. The main difference between the two models is whether the shear dispersion process is reproduced using Fick’s law or the direct computation method. These differences were clearly revealed by comparing with the analytic solution of the advection-dispersion equation. The concentration curve resulting from the PTM shows the Gaussian curves, which were well-fitted with the analytic solution in both initial and Taylor periods. Meanwhile, the PDM presented skewed curves in the initial period and gradually turned to the symmetric shape in the Taylor period. The inherent differences of the two particle tracking models were scrutinized against the two-dimensional tracer test results, which show the non-Fickian mixing properties. The comparisons of concentration–time curves reveal that the PDM reproduced a more accurate shape of the curves than the results by the PTM by demonstrating skewed concentration curves.
topic pollutant transport
shear flow dispersion
particle tracking
Fick’s law
non-Fickian mixing
url https://www.mdpi.com/2073-4441/12/12/3535
work_keys_str_mv AT inhwanpark comparisonsoftwotypesofparticletrackingmodelsincludingtheeffectsofverticalvelocityshear
AT jaehyunshin comparisonsoftwotypesofparticletrackingmodelsincludingtheeffectsofverticalvelocityshear
AT hojeseong comparisonsoftwotypesofparticletrackingmodelsincludingtheeffectsofverticalvelocityshear
AT dongsoprhee comparisonsoftwotypesofparticletrackingmodelsincludingtheeffectsofverticalvelocityshear
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