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For: Gao X, Li T, Sarkar A, Lu L, Rogers WA. Development and validation of an enhanced filtered drag model for simulating gas-solid fluidization of Geldart A particles in all flow regimes. Chem Eng Sci 2018. [DOI: 10.1016/j.ces.2018.03.038] [Citation(s) in RCA: 98] [Impact Index Per Article: 16.3] [Reference Citation Analysis] [What about the content of this article? (0)] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/17/2022]
Number Cited by Other Article(s)
1
Hu S, Liu X. 3D CFD-PBM simulation of gas-solid bubbling beds of Geldart A particles with sub-grid drag correction. Chem Eng Sci 2023. [DOI: 10.1016/j.ces.2023.118660] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 04/03/2023]
2
Wen ZQ, Zhang XB, Luo ZH. A Unified CFD Methodology for Gas-Solid Fluidized Beds Based on the Quasi-Three-Fluid Approach. Chem Eng Sci 2023. [DOI: 10.1016/j.ces.2023.118645] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 03/18/2023]
3
Mirzaei M, Jensen PA, Nakhaei M, Wu H, Zakrzewski S, Zhou H, Lin W. CFD-DDPM coupled with an agglomeration model for simulation of highly loaded large-scale cyclones: Sensitivity analysis of sub-models and model parameters. POWDER TECHNOL 2023. [DOI: 10.1016/j.powtec.2022.118036] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/22/2022]
4
Milioli CC, Milioli FE. A scale sensitive filtered sub-grid drag model for fluidized gas-particle flows. Chem Eng Sci 2022. [DOI: 10.1016/j.ces.2022.118266] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/23/2022]
5
Ouyang B, Zhu LT, Luo ZH. Machine learning for full spatiotemporal acceleration of gas-particle flow simulations. POWDER TECHNOL 2022. [DOI: 10.1016/j.powtec.2022.117701] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/29/2022]
6
Ahmad N, Deng J, Adnan M. Numerical investigation for the suitable choice of bubble diameter correlation for EMMS/bubbling drag model. Chin J Chem Eng 2022. [DOI: 10.1016/j.cjche.2021.10.006] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/03/2022]
7
Liao J, Zhu L, Luo Z. Heterogeneity analysis of gas–solid flow hydrodynamics in a pilot-scale fluidized bed reactor. Chin J Chem Eng 2022. [DOI: 10.1016/j.cjche.2022.07.007] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/16/2022]
8
Oloruntoba A, Zhang Y, Xiao H. Hydrodynamics-reaction-coupled simulations in a low-scale batch FCC regenerator: Comparison between an annular and a free-bubbling fluidized beds. POWDER TECHNOL 2022. [DOI: 10.1016/j.powtec.2022.117608] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/16/2022]
9
Xu X, Li C, Gao X. Coarse-Grained DEM–CFD Simulation of Fluidization Behavior of Irregular Shape Sand Particles. Ind Eng Chem Res 2022. [DOI: 10.1021/acs.iecr.2c00891] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/28/2022]
10
Du C, Han C, Yang Z, Wu H, Luo H, Niedzwiecki L, Lu B, Wang W. Multiscale CFD Simulation of an Industrial Diameter-Transformed Fluidized Bed Reactor with Artificial Neural Network Analysis of EMMS Drag Markers. Ind Eng Chem Res 2022. [DOI: 10.1021/acs.iecr.2c00396] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/29/2022]
11
Using mesoscale drag model-augmented coarse-grid simulation to design fluidized bed reactor: Effect of bed internals and sizes. Chem Eng Sci 2022. [DOI: 10.1016/j.ces.2022.117547] [Citation(s) in RCA: 2] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/22/2022]
12
Yang Y, Zhang Q, Pan T, Qu Y, Liu X, Li X, Cheng Y, Wang L, Liu W. The hydrodynamics of low-density particles and optimization of the EMMS calculation process. POWDER TECHNOL 2022. [DOI: 10.1016/j.powtec.2022.117511] [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]
13
Geng J, Tian Y, Wang W. Exploring a unified EMMS drag model for gas-solid fluidization. Chem Eng Sci 2022. [DOI: 10.1016/j.ces.2022.117444] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/16/2022]
14
State-of-the-Art Review of Fluid Catalytic Cracking (FCC) Catalyst Regeneration Intensification Technologies. ENERGIES 2022. [DOI: 10.3390/en15062061] [Citation(s) in RCA: 2] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 01/10/2023]
15
Mirzaei M, Jensen PA, Nakhaei M, Wu H, Zakrzewski S, Zhou H, Lin W. A hybrid multiphase model accounting for particle agglomeration for coarse-grid simulation of dense solid flow inside large-scale cyclones. POWDER TECHNOL 2022. [DOI: 10.1016/j.powtec.2022.117186] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/16/2022]
16
Ouyang B, Zhu LT, Su YH, Luo ZH. A hybrid mesoscale closure combining CFD and deep learning for coarse-grid prediction of gas-particle flow dynamics. Chem Eng Sci 2022. [DOI: 10.1016/j.ces.2021.117268] [Citation(s) in RCA: 4] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/26/2022]
17
MFiX based multi-scale CFD simulations of biomass fast pyrolysis: A review. Chem Eng Sci 2022. [DOI: 10.1016/j.ces.2021.117131] [Citation(s) in RCA: 16] [Impact Index Per Article: 8.0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/28/2022]
18
Oloruntoba A, Zhang Y, Xiao H. Study on effect of gas distributor in fluidized bed reactors by hydrodynamics-reaction-coupled simulations. Chem Eng Res Des 2022. [DOI: 10.1016/j.cherd.2021.10.031] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/01/2022]
19
Tian Y, Geng J, Wang W. On the choice of mesoscale drag markers. AIChE J 2021. [DOI: 10.1002/aic.17558] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/06/2022]
20
Lu L, Gao X, Dietiker JF, Shahnam M, Rogers WA. Development of a Filtered CFD-DEM Drag Model with Multiscale Markers Using an Artificial Neural Network and Nonlinear Regression. Ind Eng Chem Res 2021. [DOI: 10.1021/acs.iecr.1c03644] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/30/2022]
21
Wang H, Lu Y. Mesoscale-Structure-Dependent EMMS Drag Model for an SCW Fluidized Bed: Formulation of Conservation Equations Based on Structures in Subphases. Ind Eng Chem Res 2021. [DOI: 10.1021/acs.iecr.1c03566] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/29/2022]
22
Singh BK, Roy S, Buwa VV. Eulerian Simulations of Bubbling Behavior in a Gas–Solid Fluidized Bed: Role of Solid Frictional Viscosity. Ind Eng Chem Res 2021. [DOI: 10.1021/acs.iecr.1c02591] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/29/2022]
23
Yang Z, Lu B, Wang W. Coupling Artificial Neural Network with EMMS drag for simulation of dense fluidized beds. Chem Eng Sci 2021. [DOI: 10.1016/j.ces.2021.117003] [Citation(s) in RCA: 11] [Impact Index Per Article: 3.7] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/07/2023]
24
Du S, Liu L. A bubble structure dependent drag model for CFD simulation of bi‐disperse gas‐solid flow in bubbling fluidizations. CAN J CHEM ENG 2021. [DOI: 10.1002/cjce.24053] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/10/2022]
25
A scale-independent modeling method for filtered drag in fluidized gas-particle flows. POWDER TECHNOL 2021. [DOI: 10.1016/j.powtec.2021.08.092] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.7] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/22/2022]
26
Sun Z, Zhu J. A four-quadrant flow regime map for two-phase liquid-solids and gas-solids fluidization systems. POWDER TECHNOL 2021. [DOI: 10.1016/j.powtec.2021.08.050] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/20/2022]
27
Experiment and computational fluid dynamics investigation of biochar elutriation in fluidized bed. AIChE J 2021. [DOI: 10.1002/aic.17506] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/08/2023]
28
Gas-solid-liquid reactive CFD simulation of an industrial RFCC riser with investigation of feed injection. Chem Eng Sci 2021. [DOI: 10.1016/j.ces.2021.116740] [Citation(s) in RCA: 6] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/20/2022]
29
CFD-DEM study of bubble properties in a cylindrical fluidized bed of Geldart Group D particles and comparison with prior MRI data. POWDER TECHNOL 2021. [DOI: 10.1016/j.powtec.2021.04.075] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.7] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/19/2022]
30
Liu Y, Li G, Zhang Y, Zhang L. Hydrodynamics of Irregular-Shaped Graphite Particles in Coaxial Two-Phase Jet Flow. ACS OMEGA 2021;6:16631-16640. [PMID: 34235335 PMCID: PMC8246704 DOI: 10.1021/acsomega.1c02053] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Grants] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 04/17/2021] [Accepted: 06/08/2021] [Indexed: 06/13/2023]
31
Norouzi HR, Golshan S, Zarghami R. On the drag force closures for multiphase flow modeling. CHEMICAL PRODUCT AND PROCESS MODELING 2021. [DOI: 10.1515/cppm-2020-0103] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/15/2022]
32
Zhu L, Ouyang B, Lei H, Luo Z. Conventional and data‐driven modeling of filtered drag, heat transfer, and reaction rate in gas–particle flows. AIChE J 2021. [DOI: 10.1002/aic.17299] [Citation(s) in RCA: 14] [Impact Index Per Article: 4.7] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/06/2023]
33
Ouyang B, Zhu L, Luo Z. Data‐driven modeling of mesoscale solids stress closures for filtered two‐fluid model in gas–particle flows. AIChE J 2021. [DOI: 10.1002/aic.17290] [Citation(s) in RCA: 9] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/03/2023]
34
Varghese MM, Vakamalla TR, Mantravadi B, Mangadoddy N. Effect of Drag Models on the Numerical Simulations of Bubbling and Turbulent Fluidized Beds. Chem Eng Technol 2021. [DOI: 10.1002/ceat.202000516] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/12/2022]
35
Xi K, Guo Q, Boyce CM. Comparison of Two-Fluid Model Simulations of Freely Bubbling Three-Dimensional Gas-Fluidized Beds with Magnetic Resonance Imaging Results. Ind Eng Chem Res 2021. [DOI: 10.1021/acs.iecr.1c00050] [Citation(s) in RCA: 6] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/30/2022]
36
Lu L, Gao X, Shahnam M, Rogers WA. Open source implementation of glued sphere discrete element method and nonspherical biomass fast pyrolysis simulation. AIChE J 2021. [DOI: 10.1002/aic.17211] [Citation(s) in RCA: 8] [Impact Index Per Article: 2.7] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/09/2022]
37
Guo Q, Padash A, Boyce CM. A two fluid modeling study of bubble collapse due to bubble interaction in a fluidized bed. Chem Eng Sci 2021. [DOI: 10.1016/j.ces.2020.116377] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.7] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/22/2022]
38
Predicting cold gas-solid flow in a pilot-scale dual-circulating fluidized bed: Validation of computational particle fluid dynamics model. POWDER TECHNOL 2021. [DOI: 10.1016/j.powtec.2020.11.070] [Citation(s) in RCA: 9] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/19/2022]
39
Li JS, Zhu LT, Yan WC, Rashid TAB, Xu QJ, Luo ZH. Coarse-grid simulations of full-loop gas-solid flows using a hybrid drag model: Investigations on turbulence models. POWDER TECHNOL 2021. [DOI: 10.1016/j.powtec.2020.10.052] [Citation(s) in RCA: 13] [Impact Index Per Article: 4.3] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/16/2022]
40
Development of data-driven filtered drag model for industrial-scale fluidized beds. Chem Eng Sci 2021. [DOI: 10.1016/j.ces.2020.116235] [Citation(s) in RCA: 22] [Impact Index Per Article: 7.3] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/03/2023]
41
Huang Z, Wang L, Zhou Q. Development of a filtered reaction rate model for reactive gas–solid flows based on fine‐grid simulations. AIChE J 2021. [DOI: 10.1002/aic.17185] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/08/2022]
42
Yu J, Gao X, Lu L, Xu Y, Li C, Li T, Rogers WA. Validation of a filtered drag model for solid residence time distribution (RTD) prediction in a pilot-scale FCC riser. POWDER TECHNOL 2021. [DOI: 10.1016/j.powtec.2020.10.007] [Citation(s) in RCA: 8] [Impact Index Per Article: 2.7] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/29/2022]
43
Analysis and development of homogeneous drag closure for filtered mesoscale modeling of fluidized gas-particle flows. Chem Eng Sci 2021. [DOI: 10.1016/j.ces.2020.116147] [Citation(s) in RCA: 13] [Impact Index Per Article: 4.3] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/03/2023]
44
Nikolopoulos A, Samlis C, Zeneli M, Nikolopoulos N, Karellas S, Grammelis P. Introducing an artificial neural network energy minimization multi-scale drag scheme for fluidized particles. Chem Eng Sci 2021. [DOI: 10.1016/j.ces.2020.116013] [Citation(s) in RCA: 15] [Impact Index Per Article: 5.0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/26/2022]
45
Lei H, Zhu L, Luo Z. Study of filtered interphase heat transfer using highly resolved CFD–DEM simulations. AIChE J 2020. [DOI: 10.1002/aic.17121] [Citation(s) in RCA: 11] [Impact Index Per Article: 2.8] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/12/2022]
46
Yu J, Lu L, Gao X, Xu Y, Shahnam M, Rogers WA. Coupling reduced‐order modeling and coarse‐grained CFD‐DEM to accelerate coal gasifier simulation and optimization. AIChE J 2020. [DOI: 10.1002/aic.17030] [Citation(s) in RCA: 13] [Impact Index Per Article: 3.3] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/12/2022]
47
Wang W, Lu B, Geng J, Li F. Mesoscale drag modeling: a critical review. Curr Opin Chem Eng 2020. [DOI: 10.1016/j.coche.2020.07.001] [Citation(s) in RCA: 23] [Impact Index Per Article: 5.8] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/29/2022]
48
Yu Y, Li Y, Jiang M, Zhou Q. Meso-scale drag model designed for coarse-grid Eulerian-Lagrangian simulation of gas-solid flows. Chem Eng Sci 2020. [DOI: 10.1016/j.ces.2020.115747] [Citation(s) in RCA: 15] [Impact Index Per Article: 3.8] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/25/2022]
49
Clusters intermittent simulations using dynamic cluster structure-dependent drag model in gas-particles risers. Chem Eng Sci 2020. [DOI: 10.1016/j.ces.2020.115643] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/21/2022]
50
Tian Y, Lu B, Li F, Wang W. A steady-state EMMS drag model for fluidized beds. Chem Eng Sci 2020. [DOI: 10.1016/j.ces.2020.115616] [Citation(s) in RCA: 12] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/26/2022]
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