Numerical treatments for large eddy simulations of liquid-liquid dispersions via population balance equation

被引:8
作者
Mao, Jie [1 ]
Wang, Ze-Teng [1 ]
Yang, Yu-Cheng [1 ,2 ]
Li, Dongyue [3 ]
机构
[1] Huaqiao Univ, Sch Chem Engn, Dept Chem & Pharmaceut Engn, Xiamen, Fujian, Peoples R China
[2] Eindhoven Univ Technol TU e, Dept Chem Engn & Chem, Het Kranenveld Bldg 14,Helix, NL-5600 MB Eindhoven, Netherlands
[3] DYFLUID Ltd, Beijing, Peoples R China
关键词
SIZE DISTRIBUTION; QUADRATURE METHOD; DROPLET BREAKAGE; STIRRED-TANK; BUBBLE-SIZE; FLOW; PARTICLES; MODEL; IMPLEMENTATION; COAGULATION;
D O I
10.1063/5.0159777
中图分类号
O3 [力学];
学科分类号
08 ; 0801 ;
摘要
In this work, we employ the two-fluid model under the large eddy simulations (LES) framework to investigate liquid-liquid dispersions in stirred tanks. The population balance equation was solved by the one primary and one secondary particle method, which was proven as identical as one-node quadrature method of moments. First, Aiyer's break-age kernel was investigated for its capability in the context of chemical stirred tank applications [Aiyer et al., "A population balance model for large eddy simulation of polydisperse droplet evolution," J. Fluid Mech. 878, 700-739 (2019)]. Second, two new methods were proposed to handle the consistency problem and boundedness problem. These numerical problems were shown in our previous studies but had never been discussed in detail. Three test cases were launched, and results showed that our implementation ensures the moments' boundedness. The inconsistency problem was also treated properly. The predicted diameter also agrees well with experiments. Meanwhile, the phase segregation problem as observed in the unsteady Reynolds-Averaged Navier-Stokes simulations disappeared when a LES turbulence model was employed.
引用
收藏
页数:16
相关论文
共 54 条
[11]   Modeling of bubble size distribution in isothermal gas-liquid flows: Numerical assessment of population balance approaches [J].
Cheung, S. C. P. ;
Deju, L. ;
Yeoh, G. H. ;
Tu, J. Y. .
NUCLEAR ENGINEERING AND DESIGN, 2013, 265 :120-136
[12]   DESCRIPTION OF INTERACTION PROCESSES IN AGITATED LIQUID-LIQUID DISPERSIONS [J].
COULALOGLOU, CA ;
TAVLARIDES, LL .
CHEMICAL ENGINEERING SCIENCE, 1977, 32 (11) :1289-1297
[13]   TVD schemes for unstructured grids [J].
Darwish, MS ;
Moukalled, F .
INTERNATIONAL JOURNAL OF HEAT AND MASS TRANSFER, 2003, 46 (04) :599-611
[14]   Computational and experimental study of an oil jet in crossflow: coupling population balance model with multifluid large eddy simulation [J].
Daskiran, Cosan ;
Cui, Fangda ;
Boufadel, Michel C. ;
Liu, Ruixue ;
Zhao, Lin ;
Ozgokmen, Tamay ;
Socolofsky, Scott ;
Lee, Kenneth .
JOURNAL OF FLUID MECHANICS, 2021, 932
[15]   A computational fluid dynamics-Population balance equation approach for evaporating cough droplets transport [J].
Feng, Yi ;
Li, Dongyue ;
Marchisio, Daniele ;
Vanni, Marco ;
Buffo, Antonio .
INTERNATIONAL JOURNAL OF MULTIPHASE FLOW, 2023, 165
[16]   Soot particle size distribution reconstruction in a turbulent sooting flame with the split-based extended quadrature method of moments [J].
Ferraro, Federica ;
Gierth, Sandro ;
Salenbauch, Steffen ;
Han, Wang ;
Hasse, Christian .
PHYSICS OF FLUIDS, 2022, 34 (07)
[17]   On the dynamics of fluid particle breakage induced by hydrodynamic instabilities: A review of modelling approaches [J].
Foroushan, Hanieh K. ;
Jakobsen, Hugo A. .
CHEMICAL ENGINEERING SCIENCE, 2020, 219
[18]   Effect of the conditional scalar dissipation rate in the conditional moment closure [J].
Fox, Rodney O. .
PHYSICS OF FLUIDS, 2020, 32 (11)
[19]   Simulation of droplet breakage in turbulent liquid-liquid dispersions with CFD-PBM: Comparison of breakage kernels [J].
Gao, Zhengming ;
Li, Dongyue ;
Buffo, Antonio ;
Podgorska, Wioletta ;
Marchisio, Daniele L. .
CHEMICAL ENGINEERING SCIENCE, 2016, 142 :277-288
[20]   A novel theoretical model of breakage rate and daughter size distribution for droplet in turbulent flows [J].
Han, Luchang ;
Gong, Shenggao ;
Li, Yongqiang ;
Ai, Qiuhong ;
Luo, He'an ;
Liu, Zhifen .
CHEMICAL ENGINEERING SCIENCE, 2013, 102 :186-199