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Sharif SA, Ho MKM, Timchenko V, Yeoh GH. Simulation of vapour bubble condensation using a 3D method. NUCLEAR ENGINEERING AND DESIGN 2023. [DOI: 10.1016/j.nucengdes.2022.112128] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 12/29/2022]
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2
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Wu Y, Liu Z, Li B, Xiao L, Gan Y. Numerical simulation of multi-size bubbly flow in a continuous casting mold using an inhomogeneous multiple size group model. POWDER TECHNOL 2022. [DOI: 10.1016/j.powtec.2022.117368] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/18/2022]
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3
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Hu G, Ma Y, Zhang H, Liu Q. A mini-review on population balance model for gas-liquid subcooled boiling flow in nuclear industry. ANN NUCL ENERGY 2021. [DOI: 10.1016/j.anucene.2021.108174] [Citation(s) in RCA: 7] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/24/2022]
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4
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Li L, Li X, Zhu Z, Li B. Numerical modeling of multiphase flow in gas stirred ladles: From a multiscale point of view. POWDER TECHNOL 2020. [DOI: 10.1016/j.powtec.2020.06.028] [Citation(s) in RCA: 10] [Impact Index Per Article: 2.5] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/26/2022]
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5
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Investigation of Plume Offset Characteristics in Bubble Columns by Euler–Euler Simulation. Processes (Basel) 2020. [DOI: 10.3390/pr8070795] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/17/2022] Open
Abstract
Based on low-cost and easy to enlarge, the bubble column device has been widely concerned in chemical industry. This paper focuses on bubble plumes in laboratory-scale three-dimensional rectangular air-water columns. Static behavior has been investigated in many experiments and simulations, and our present investigations consider the dynamic behavior of bubble plume offset in three dimensions. The investigations are conducted with a set of closure models by the Euler–Euler approach, and subsequently, literature data for rectangular bubble columns are analyzed for comparison purposes. Moreover, the transient evolution characteristics of the bubble plume in the bubble column and the gas phase distribution in sections are introduced, and the offset characteristics and the oscillation period of the plume are analyzed. In addition, the distributions of the vector diagram of velocity and vortex intensity in the domain are given. The effects of different fluxes and column aspect ratios on bubble plumes are studied, and the offset and plume oscillation period (POP) characteristics of bubbles are examined. The investigations reveal quantitative correlations of operating conditions (gas volume flux) and aspect ratios that have not been reported so far, and the simulated and experimental POP results agree well. An interesting phenomenon is that POP does not occur under conditions of a high flux and aspect ratio, and the corresponding prediction values for the conditions with and without POP are given as well. The results reported in this paper may open up a new way for further study of the mass transfer of bubble plumes and development of chemical equipment.
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Shiea M, Buffo A, Vanni M, Marchisio D. Numerical Methods for the Solution of Population Balance Equations Coupled with Computational Fluid Dynamics. Annu Rev Chem Biomol Eng 2020; 11:339-366. [DOI: 10.1146/annurev-chembioeng-092319-075814] [Citation(s) in RCA: 22] [Impact Index Per Article: 5.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/09/2022]
Abstract
This review article discusses the solution of population balance equations, for the simulation of disperse multiphase systems, tightly coupled with computational fluid dynamics. Although several methods are discussed, the focus is on quadrature-based moment methods (QBMMs) with particular attention to the quadrature method of moments, the conditional quadrature method of moments, and the direct quadrature method of moments. The relationship between the population balance equation, in its generalized form, and the Euler-Euler multiphase flow models, notably the two-fluid model, is thoroughly discussed. Then the closure problem and the use of Gaussian quadratures to overcome it are analyzed. The review concludes with the presentation of numerical issues and guidelines for users of these modeling approaches.
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Affiliation(s)
- Mohsen Shiea
- Department of Applied Science and Technology, Institute of Chemical Engineering, Politecnico di Torino, 10129 Torino, Italy
| | - Antonio Buffo
- Department of Applied Science and Technology, Institute of Chemical Engineering, Politecnico di Torino, 10129 Torino, Italy
| | - Marco Vanni
- Department of Applied Science and Technology, Institute of Chemical Engineering, Politecnico di Torino, 10129 Torino, Italy
| | - Daniele Marchisio
- Department of Applied Science and Technology, Institute of Chemical Engineering, Politecnico di Torino, 10129 Torino, Italy
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Gas–Liquid Two-Phase Flow Investigation of Side Channel Pump: An Application of MUSIG Model. MATHEMATICS 2020. [DOI: 10.3390/math8040624] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 11/17/2022]
Abstract
This paper introduces a novel application of a multiphase flow model called the Multi-Size-Group model (MUSIG) to solve 3D complex flow equations in a side channel pump, in order to analyze the flow dynamics of the gas phase distribution and migration under different inlet gas volume fractions (IGVFs). Under different IGVF, the suction side is more likely to concentrate bubbles, especially near the inner radius of the impeller, while there is very little or no gas at the outer radius of the impeller. The diameter of bubbles in the impeller are similar and small for most regions even at IGVF = 6% due to the strong shear turbulence flow which eliminates large bubbles. Additionally, this method also can capture the coalescence and breakage evolution of bubbles. Once a mixture of fluid goes into the impeller from the inlet pipe, the large bubbles immediately break, which accounts for the reason why nearly all side channel pumps have the capacity to deliver gas–liquid two-phase flow. The results in this study provide a foundation and theoretical value for the optimal design of side channel pumps under gas–liquid two-phase conditions to increase their application.
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Lote DA, Vinod V, Patwardhan AW. 110th Anniversary: Numerical Simulations of Gas–Liquid Two-Phase Flow in Vertical Pipe Implementing Population Balance Modeling. Ind Eng Chem Res 2019. [DOI: 10.1021/acs.iecr.9b00912] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.4] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/28/2022]
Affiliation(s)
- Dhiraj A. Lote
- Department of Chemical Engineering, Institute of Chemical Technology, Matunga, Mumbai, 400019, India
| | - Vadakanchery Vinod
- Indira Gandhi Center for Atomic Research, Kalpakkam, Tamil nadu, 603102, India
| | - Ashwin W. Patwardhan
- Department of Chemical Engineering, Institute of Chemical Technology, Matunga, Mumbai, 400019, India
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Wei B, Wang Y, Wen Y, Xu X, Wood C, Sun L. Bubble breakup dynamics and flow behaviors of a surface-functionalized nanocellulose based nanofluid stabilized foam in constricted microfluidic devices. J IND ENG CHEM 2018. [DOI: 10.1016/j.jiec.2018.07.025] [Citation(s) in RCA: 9] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/30/2022]
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10
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Dai C, Fang S, Wu Y, Wu X, Zhao M, Zou C, Li H, Zhou H, Zhang K. Experimental study of bubble breakup process in non-Newtonian fluid in 3-D pore-throat microchannels. Colloids Surf A Physicochem Eng Asp 2017. [DOI: 10.1016/j.colsurfa.2017.09.037] [Citation(s) in RCA: 10] [Impact Index Per Article: 1.4] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/18/2022]
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11
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Zhan S, Wang Z, Yang J, Zhao R, Li C, Wang J, Zhou J. 3D Numerical Simulations of Gas–Liquid Two-Phase Flows in Aluminum Electrolysis Cells with the Coupled Model of Computational Fluid Dynamics–Population Balance Model. Ind Eng Chem Res 2017. [DOI: 10.1021/acs.iecr.7b01765] [Citation(s) in RCA: 12] [Impact Index Per Article: 1.7] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/29/2022]
Affiliation(s)
| | | | | | | | | | | | - Jiemin Zhou
- School
of Energy Science and Engineering, Central South University, Changsha 410083, China
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12
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Chen G, He S, Li Y, Wang Q. Modeling Dynamics of Agglomeration, Transport, and Removal of Al2O3 Clusters in the Rheinsahl–Heraeus Reactor Based on the Coupled Computational Fluid Dynamics-Population Balance Method Model. Ind Eng Chem Res 2016. [DOI: 10.1021/acs.iecr.6b00586] [Citation(s) in RCA: 13] [Impact Index Per Article: 1.6] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/24/2023]
Affiliation(s)
- Gujun Chen
- College of Materials Science and Engineering, Chongqing University, Chongqing 404100 China
| | - Shengping He
- College of Materials Science and Engineering, Chongqing University, Chongqing 404100 China
| | - Yugang Li
- College of Materials Science and Engineering, Chongqing University, Chongqing 404100 China
| | - Qian Wang
- College of Materials Science and Engineering, Chongqing University, Chongqing 404100 China
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Deju L, Cheung SCP, Yeoh GH, Qi F, Tu J. Comparative Analysis of Coalescence and Breakage Kernels in Vertical Gas-Liquid Flow. CAN J CHEM ENG 2015. [DOI: 10.1002/cjce.22196] [Citation(s) in RCA: 9] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/09/2022]
Affiliation(s)
- Lilunnahar Deju
- School of Aerospace; Mechanical and Manufacturing Engineering; RMIT University; Victoria, 3083 Australia
| | - Sherman Chi Pok Cheung
- School of Aerospace; Mechanical and Manufacturing Engineering; RMIT University; Victoria, 3083 Australia
| | - Guan Heng Yeoh
- Australian Nuclear Science and Technology Organisation; Locked Bag 2001; Kirrawee DC New South Wales, 2232 Australia
- School of Mechanical and Manufacturing Engineering; University of New South Wales; New South Wales 2052 Australia
| | - Fengsheng Qi
- School of Materials and Metallurgy; Northeastern University; Shenyang 110819 China
| | - Jiyuan Tu
- School of Aerospace; Mechanical and Manufacturing Engineering; RMIT University; Victoria, 3083 Australia
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Silva MK, Mochi VT, Mori M, d’Ávila MA. Experimental and 3D Computational Fluid Dynamics Simulation of a Cylindrical Bubble Column in the Heterogeneous Regime. Ind Eng Chem Res 2014. [DOI: 10.1021/ie4030159] [Citation(s) in RCA: 5] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/29/2022]
Affiliation(s)
- Marcela K. Silva
- School of Chemical Engineering, University of Campinas, Campinas, São Paulo 13083-970, Brazil
- Chemical
Technology Department, Federal University of Maranhão, São
Luís, Maranhão 65080-805, Brazil
| | - Vanessa T. Mochi
- School of Chemical Engineering, University of Campinas, Campinas, São Paulo 13083-970, Brazil
| | - Milton Mori
- School of Chemical Engineering, University of Campinas, Campinas, São Paulo 13083-970, Brazil
| | - Marcos A. d’Ávila
- School of Mechanical
Engineering, University of Campinas, Campinas, São Paulo 13083-970, Brazil
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Cheung S, Deju L, Yeoh G, Tu J. Modeling of bubble size distribution in isothermal gas–liquid flows: Numerical assessment of population balance approaches. NUCLEAR ENGINEERING AND DESIGN 2013. [DOI: 10.1016/j.nucengdes.2013.08.049] [Citation(s) in RCA: 27] [Impact Index Per Article: 2.5] [Reference Citation Analysis] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 10/26/2022]
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Silva MK, d’Ávila MA, Mori M. Study of the interfacial forces and turbulence models in a bubble column. Comput Chem Eng 2012. [DOI: 10.1016/j.compchemeng.2012.04.007] [Citation(s) in RCA: 44] [Impact Index Per Article: 3.7] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/28/2022]
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Cheng J, Yang C, Mao ZS. CFD-PBE simulation of premixed continuous precipitation incorporating nucleation, growth and aggregation in a stirred tank with multi-class method. Chem Eng Sci 2012. [DOI: 10.1016/j.ces.2011.10.032] [Citation(s) in RCA: 45] [Impact Index Per Article: 3.8] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/25/2022]
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Yeoh GH, Cheung SCP, Tu JY. On the prediction of the phase distribution of bubbly flow in a horizontal pipe. Chem Eng Res Des 2012; 90:40-51. [PMID: 24415823 PMCID: PMC3886366 DOI: 10.1016/j.cherd.2011.08.004] [Citation(s) in RCA: 13] [Impact Index Per Article: 1.1] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/21/2011] [Revised: 07/20/2011] [Accepted: 08/03/2011] [Indexed: 12/01/2022]
Abstract
Horizontal bubbly flow is widely encountered in various industrial systems because of its ability to provide large interfacial areas for heat and mass transfer. Nonetheless, this particular flow orientation has received less attention when compared to vertical bubbly flow. Owing to the strong influence due to buoyancy, the migration of dispersed bubbles towards the top wall of the horizontal pipe generally causes a highly asymmetrical internal phase distributions, which are not experienced in vertical bubbly flow. In this study, the internal phase distribution of air-water bubbly flow in a long horizontal pipe with an inner diameter of 50.3 mm has been predicted using the population balance model based on direct quadrature method of moments (DQMOM) and multiple-size group (MUSIG) model. The predicted local radial distributions of gas void fraction, liquid velocity and interfacial area concentration have been validated against the experimental data of Kocamustafaogullari and Huang (1994). In general, satisfactory agreements between predicted and measured results were achieved. The numerical results indicated that the gas void fraction and interfacial area concentration have a unique internal structure with a prevailing maximum peak near the top wall of the pipe due to buoyancy effect.
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Affiliation(s)
- G H Yeoh
- Australian Nuclear Science and Technology Organisation (ANSTO), PMB 1, Menai, NSW 2234, Australia ; School of Mechanical and Manufacturing Engineering, University of New South Wales, Sydney 2052, Australia
| | - Sherman C P Cheung
- School of Aerospace, Mechanical and Manufacturing Engineering, RMIT University, Victoria 3083, Australia
| | - J Y Tu
- School of Aerospace, Mechanical and Manufacturing Engineering, RMIT University, Victoria 3083, Australia
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Wang T. Simulation of bubble column reactors using CFD coupled with a population balance model. Front Chem Sci Eng 2010. [DOI: 10.1007/s11705-009-0267-5] [Citation(s) in RCA: 14] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/30/2022]
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