A Comparative Study of Multiphase Lattice Boltzmann Methods for Bubble-Dendrite Interaction during Solidification of Alloys

This paper presents a comparative study between the pseudopotential Shan-Chen model and the phase field multiphase lattice Boltzmann method for simulating bubble dynamics during dendritic solidification of binary alloys. The Shan-Chen method is an efficient lattice Boltzmann multiphase method despit...

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Main Authors: Seyed Amin Nabavizadeh, Mohsen Eshraghi, Sergio D. Felicelli
Format: Article
Language:English
Published: MDPI AG 2018-12-01
Series:Applied Sciences
Subjects:
Online Access:http://www.mdpi.com/2076-3417/9/1/57
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spelling doaj-55c8c261ce2f4d0bbbe18f63647bc7922020-11-25T00:30:38ZengMDPI AGApplied Sciences2076-34172018-12-01915710.3390/app9010057app9010057A Comparative Study of Multiphase Lattice Boltzmann Methods for Bubble-Dendrite Interaction during Solidification of AlloysSeyed Amin Nabavizadeh0Mohsen Eshraghi1Sergio D. Felicelli2Department of Mechanical Engineering, The University of Akron, Auburn Science and Engineering Center 101, Akron, OH 44325, USADepartment of Mechanical Engineering, California State University, Los Angeles, 5151 State University Drive, Los Angeles, CA 90032, USADepartment of Mechanical Engineering, The University of Akron, Auburn Science and Engineering Center 101, Akron, OH 44325, USAThis paper presents a comparative study between the pseudopotential Shan-Chen model and the phase field multiphase lattice Boltzmann method for simulating bubble dynamics during dendritic solidification of binary alloys. The Shan-Chen method is an efficient lattice Boltzmann multiphase method despite having some limitations, including the generation of large spurious currents. The phase field model solves the Cahn-Hilliard equation in addition to the Navier-Stokes equation to track the interface between phases. The phase field method is more accurate than the Shan-Chen model for simulation of fluids with a high-density ratio since it generates an acceptable small spurious current, though at the expense of higher computational costs. For the simulations in this article, the multiphase lattice Boltzmann model was coupled with the cellular automata and finite difference methods to solve temperature and concentration fields. The simulated results were presented and compared regarding the ability of each model to simulate phenomena at a microscale resolution, such as Marangoni convection, the magnitude of spurious current, and the computational costs. It is shown that although Shan-Chen methods can replicate some qualitative features of bubble-dendrite interaction, the generated spurious current is unacceptably large, particularly for practical values of the density ratio between fluid and gas phases. This occurs even after implementation of several enhancements to the original Shan-Chen method. This serious limitation makes the Shan-Chen models unsuitable to simulate fluid flow phenomena, such as Marangoni convection, because the large spurious currents mask completely the physical flow.http://www.mdpi.com/2076-3417/9/1/57Dendritic growthlattice Boltzmann methodsolidificationbubble dynamicsmultiphase flowShan-Chen modelpseudopotential modelphase field model
collection DOAJ
language English
format Article
sources DOAJ
author Seyed Amin Nabavizadeh
Mohsen Eshraghi
Sergio D. Felicelli
spellingShingle Seyed Amin Nabavizadeh
Mohsen Eshraghi
Sergio D. Felicelli
A Comparative Study of Multiphase Lattice Boltzmann Methods for Bubble-Dendrite Interaction during Solidification of Alloys
Applied Sciences
Dendritic growth
lattice Boltzmann method
solidification
bubble dynamics
multiphase flow
Shan-Chen model
pseudopotential model
phase field model
author_facet Seyed Amin Nabavizadeh
Mohsen Eshraghi
Sergio D. Felicelli
author_sort Seyed Amin Nabavizadeh
title A Comparative Study of Multiphase Lattice Boltzmann Methods for Bubble-Dendrite Interaction during Solidification of Alloys
title_short A Comparative Study of Multiphase Lattice Boltzmann Methods for Bubble-Dendrite Interaction during Solidification of Alloys
title_full A Comparative Study of Multiphase Lattice Boltzmann Methods for Bubble-Dendrite Interaction during Solidification of Alloys
title_fullStr A Comparative Study of Multiphase Lattice Boltzmann Methods for Bubble-Dendrite Interaction during Solidification of Alloys
title_full_unstemmed A Comparative Study of Multiphase Lattice Boltzmann Methods for Bubble-Dendrite Interaction during Solidification of Alloys
title_sort comparative study of multiphase lattice boltzmann methods for bubble-dendrite interaction during solidification of alloys
publisher MDPI AG
series Applied Sciences
issn 2076-3417
publishDate 2018-12-01
description This paper presents a comparative study between the pseudopotential Shan-Chen model and the phase field multiphase lattice Boltzmann method for simulating bubble dynamics during dendritic solidification of binary alloys. The Shan-Chen method is an efficient lattice Boltzmann multiphase method despite having some limitations, including the generation of large spurious currents. The phase field model solves the Cahn-Hilliard equation in addition to the Navier-Stokes equation to track the interface between phases. The phase field method is more accurate than the Shan-Chen model for simulation of fluids with a high-density ratio since it generates an acceptable small spurious current, though at the expense of higher computational costs. For the simulations in this article, the multiphase lattice Boltzmann model was coupled with the cellular automata and finite difference methods to solve temperature and concentration fields. The simulated results were presented and compared regarding the ability of each model to simulate phenomena at a microscale resolution, such as Marangoni convection, the magnitude of spurious current, and the computational costs. It is shown that although Shan-Chen methods can replicate some qualitative features of bubble-dendrite interaction, the generated spurious current is unacceptably large, particularly for practical values of the density ratio between fluid and gas phases. This occurs even after implementation of several enhancements to the original Shan-Chen method. This serious limitation makes the Shan-Chen models unsuitable to simulate fluid flow phenomena, such as Marangoni convection, because the large spurious currents mask completely the physical flow.
topic Dendritic growth
lattice Boltzmann method
solidification
bubble dynamics
multiphase flow
Shan-Chen model
pseudopotential model
phase field model
url http://www.mdpi.com/2076-3417/9/1/57
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