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Fluidization centennial and the decades of research and development in Japan. POWDER TECHNOL 2022. [DOI: 10.1016/j.powtec.2022.118093] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/19/2022]
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2
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Prakotmak P, Wangchai S. CFD-DEM simulation of fluidization of multi sphere-modeled corn particles. PARTICULATE SCIENCE AND TECHNOLOGY 2022. [DOI: 10.1080/02726351.2021.2001781] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 10/19/2022]
Affiliation(s)
- Preeda Prakotmak
- Department of Mechanical Engineering, Faculty of Engineering at Kamphaeng Saen, Kasetsart University, Kamphaeng Saen campus, Nakhon Pathom, Thailand
| | - Sathaphon Wangchai
- Department of Materials Handling and Logistics Engineering, Faculty of Engineering, King Mongkut's University of Technology North Bangkok, Bangkok, Thailand
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3
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Kofu K, Kobayashi K, Shimada Y, Harada M. Promotion effect of particle fluidization with ultrasonic vibration. POWDER TECHNOL 2022. [DOI: 10.1016/j.powtec.2022.117265] [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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4
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Chen F, Zhu G, Wang C, Shang W, Yao B, Guo W, Xu X. Sand-ejecting fire extinguisher parameter sensitivity analysis based on experiments and CFD-DEM coupling simulations. POWDER TECHNOL 2022. [DOI: 10.1016/j.powtec.2021.09.077] [Citation(s) in RCA: 2] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/28/2022]
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5
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Sun Z, Tao Y, Cao Y, Wang Y. Numerical Simulation of Seepage Failure of Sandy Soil Between Piles Induced by an Underground Leaking Pipe. ARABIAN JOURNAL FOR SCIENCE AND ENGINEERING 2021. [DOI: 10.1007/s13369-021-05354-8] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 10/22/2022]
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6
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Numerical simulations and comparative analysis of two- and three-dimensional circulating fluidized bed reactors for CO2 capture. Chin J Chem Eng 2020. [DOI: 10.1016/j.cjche.2020.07.003] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/23/2022]
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7
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A Probabilistic Statistical Method for the Determination of Void Morphology with CFD-DEM Approach. ENERGIES 2020. [DOI: 10.3390/en13164041] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 11/16/2022]
Abstract
Voids that are formed by gas injection in a packed bed play an important role in metallurgical and chemical furnaces. Herein, two-phase gas–solid flow in a two-dimensional packed bed during blast injection was simulated numerically. The results indicate that the void stability was dynamic, and the void shape and size fluctuated within a certain range. To determine the void morphology quantitatively, a probabilistic method was proposed. By statistically analyzing the white probability of each pixel in binary images at multiple times, the void boundaries that correspond to different probability ranges were obtained. The boundary that was most appropriate with the simulation result was selected and defined as the well-matched void boundary. Based on this method, the morphologies of voids that formed at different gas velocities were simulated and compared. The method can help us to express the morphological characteristics of the dynamically stable voids in a numerical simulation.
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Kawabata D, Yoshida M, Shimosaka A, Shirakawa Y. Discrete element method simulation analysis of the generation mechanism of cooperative behavior of disks falling in a low-density particle bed. ADV POWDER TECHNOL 2020. [DOI: 10.1016/j.apt.2020.01.008] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/25/2022]
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9
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Kieckhefen P, Pietsch S, Dosta M, Heinrich S. Possibilities and Limits of Computational Fluid Dynamics-Discrete Element Method Simulations in Process Engineering: A Review of Recent Advancements and Future Trends. Annu Rev Chem Biomol Eng 2020; 11:397-422. [PMID: 32169000 DOI: 10.1146/annurev-chembioeng-110519-075414] [Citation(s) in RCA: 32] [Impact Index Per Article: 8.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/09/2022]
Abstract
Fluid-solid systems play a major role in a wide variety of industries, from pharmaceutical and consumer goods to chemical plants and energy generation. Along with this variety of fields comes a diversity in apparatuses and applications, most prominently fluidized and spouted beds, granulators and mixers, pneumatic conveying, drying, agglomeration, coating, and combustion. The most promising approach for modeling the flow in these systems is the CFD-DEM method, coupling computational fluid dynamics (CFD) for the fluid phase and the discrete element method (DEM) for the particles. This article reviews the progress in modeling particle-fluid flows with the CFD-DEM method. A brief overview of the basic method as well as methodical extensions of it are given. Recent applications of this simulation approach to separation and classification units, fluidized beds for both particle formation and energy conversion, comminution units, filtration, and bioreactors are reviewed. Future trends are identified and discussed regarding their viability.
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Affiliation(s)
- Paul Kieckhefen
- Institute of Solids Process Engineering and Particle Technology, Hamburg University of Technology, 21073 Hamburg, Germany;
| | - Swantje Pietsch
- Institute of Solids Process Engineering and Particle Technology, Hamburg University of Technology, 21073 Hamburg, Germany;
| | - Maksym Dosta
- Institute of Solids Process Engineering and Particle Technology, Hamburg University of Technology, 21073 Hamburg, Germany;
| | - Stefan Heinrich
- Institute of Solids Process Engineering and Particle Technology, Hamburg University of Technology, 21073 Hamburg, Germany;
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CHU K, WANG Y, Zheng Q, YU A, PAN R. CFD-DEM study of air entrainment in falling particle plumes. POWDER TECHNOL 2020. [DOI: 10.1016/j.powtec.2019.11.026] [Citation(s) in RCA: 9] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/25/2022]
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11
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Yurata T, Piumsomboon P, Chalermsinsuwan B. Effect of contact force modeling parameters on the system hydrodynamics of spouted bed using CFD-DEM simulation and 2 factorial experimental design. Chem Eng Res Des 2020. [DOI: 10.1016/j.cherd.2019.10.025] [Citation(s) in RCA: 9] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/25/2022]
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12
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13
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Two- and three-dimensional hydrodynamic modeling of a pseudo-2D turbulent fluidized bed with Geldart B particle. POWDER TECHNOL 2019. [DOI: 10.1016/j.powtec.2019.04.028] [Citation(s) in RCA: 14] [Impact Index Per Article: 2.8] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/21/2022]
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14
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15
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Volk A, Ghia U, Liu GR. Assessment of CFD-DEM solution error against computational cell size for flows through a fixed-bed of binary-sized particles. POWDER TECHNOL 2018. [DOI: 10.1016/j.powtec.2017.11.051] [Citation(s) in RCA: 13] [Impact Index Per Article: 2.2] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/26/2022]
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16
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Rakotonirina AD, Wachs A. Grains3D, a flexible DEM approach for particles of arbitrary convex shape - Part II: Parallel implementation and scalable performance. POWDER TECHNOL 2018. [DOI: 10.1016/j.powtec.2017.10.033] [Citation(s) in RCA: 20] [Impact Index Per Article: 3.3] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/18/2022]
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17
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Gou D, An X, Yang X, Fu H, Zhang H. CFD-DEM modeling on air impact densification of equal spheres: Structure evolution, dynamics, and mechanism. POWDER TECHNOL 2017. [DOI: 10.1016/j.powtec.2017.09.019] [Citation(s) in RCA: 15] [Impact Index Per Article: 2.1] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/27/2022]
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18
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Modelling of the flow of ellipsoidal particles in a horizontal rotating drum based on DEM simulation. Chem Eng Sci 2017. [DOI: 10.1016/j.ces.2017.07.017] [Citation(s) in RCA: 45] [Impact Index Per Article: 6.4] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/21/2022]
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19
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Ma H, Xu L, Zhao Y. CFD-DEM simulation of fluidization of rod-like particles in a fluidized bed. POWDER TECHNOL 2017. [DOI: 10.1016/j.powtec.2016.12.008] [Citation(s) in RCA: 63] [Impact Index Per Article: 9.0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/24/2022]
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21
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22
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Simulation of solid-liquid flows using a two-way coupled smoothed particle hydrodynamics-discrete element method model. KOREAN J CHEM ENG 2016. [DOI: 10.1007/s11814-016-0193-4] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/21/2022]
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23
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Oke O, Van Wachem B, Mazzei L. Lateral solid mixing in gas-fluidized beds: CFD and DEM studies. Chem Eng Res Des 2016. [DOI: 10.1016/j.cherd.2016.08.014] [Citation(s) in RCA: 9] [Impact Index Per Article: 1.1] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/21/2022]
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24
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Pan H, Chen XZ, Liang XF, Zhu LT, Luo ZH. CFD simulations of gas–liquid–solid flow in fluidized bed reactors — A review. POWDER TECHNOL 2016. [DOI: 10.1016/j.powtec.2016.05.024] [Citation(s) in RCA: 70] [Impact Index Per Article: 8.8] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/26/2022]
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25
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Hernández-Jiménez F, Sánchez-Prieto J, Cano-Pleite E, Garcia-Gutierrez L, Acosta-Iborra A. Development of an empirical wall-friction model for 2D simulations of pseudo-2D bubbling fluidized beds. ADV POWDER TECHNOL 2016. [DOI: 10.1016/j.apt.2016.02.001] [Citation(s) in RCA: 6] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/25/2022]
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26
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Wang T, He Y, Tang T, Peng W. Experimental and numerical study on a bubbling fluidized bed with wet particles. AIChE J 2016. [DOI: 10.1002/aic.15195] [Citation(s) in RCA: 37] [Impact Index Per Article: 4.6] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/11/2022]
Affiliation(s)
- Tianyu Wang
- School of Energy Science & Engineering; Harbin Institute of Technology; 92 West Dazhi Street Harbin China
| | - Yurong He
- School of Energy Science & Engineering; Harbin Institute of Technology; 92 West Dazhi Street Harbin China
| | - Tianqi Tang
- School of Energy Science & Engineering; Harbin Institute of Technology; 92 West Dazhi Street Harbin China
| | - Wengen Peng
- School of Energy Science & Engineering; Harbin Institute of Technology; 92 West Dazhi Street Harbin China
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27
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He Y, Peng W, Tang T, Yan S, Zhao Y. DEM numerical simulation of wet cohesive particles in a spout fluid bed. ADV POWDER TECHNOL 2016. [DOI: 10.1016/j.apt.2015.10.022] [Citation(s) in RCA: 21] [Impact Index Per Article: 2.6] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/22/2022]
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28
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Saidi M, Basirat Tabrizi H, Grace JR, Lim CJ. Hydrodynamic investigation of gas-solid flow in rectangular spout-fluid bed using CFD-DEM modeling. POWDER TECHNOL 2015. [DOI: 10.1016/j.powtec.2015.07.005] [Citation(s) in RCA: 45] [Impact Index Per Article: 5.0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/23/2022]
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29
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Affiliation(s)
- Jieqing Gan
- Laboratory for Simulation and Modeling of Particulate Systems, Dept. of Chemical Engineering; Monash University; Victoria 3800 Australia
| | - Zongyan Zhou
- Laboratory for Simulation and Modeling of Particulate Systems, Dept. of Chemical Engineering; Monash University; Victoria 3800 Australia
| | - Aibing Yu
- Laboratory for Simulation and Modeling of Particulate Systems, Dept. of Chemical Engineering; Monash University; Victoria 3800 Australia
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30
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Prediction of equilibrium mixing state in binary particle spouted beds: Effects of solids density and diameter differences, gas velocity, and bed aspect ratio. ADV POWDER TECHNOL 2015. [DOI: 10.1016/j.apt.2015.07.013] [Citation(s) in RCA: 24] [Impact Index Per Article: 2.7] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/18/2022]
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31
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Hernández-Jiménez F, Li T, Cano-Pleite E, Rogers W, Acosta-Iborra A. Characterization of the particle–wall frictional forces in pseudo-2D fluidized beds using DEM. Chem Eng Sci 2014. [DOI: 10.1016/j.ces.2014.04.033] [Citation(s) in RCA: 7] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/26/2022]
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32
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Boylu F, Talı E, Çetinel T, Çelik M. Effect of fluidizing characteristics on upgrading of lignitic coals in gravity based air jig. ACTA ACUST UNITED AC 2014. [DOI: 10.1016/j.minpro.2014.04.001] [Citation(s) in RCA: 30] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/28/2022]
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33
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Olaofe O, Patil A, Deen N, van der Hoef M, Kuipers J. Simulation of particle mixing and segregation in bidisperse gas fluidized beds. Chem Eng Sci 2014. [DOI: 10.1016/j.ces.2014.01.009] [Citation(s) in RCA: 39] [Impact Index Per Article: 3.9] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/30/2022]
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34
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Cui X, Li J, Chan A, Chapman D. Coupled DEM–LBM simulation of internal fluidisation induced by a leaking pipe. POWDER TECHNOL 2014. [DOI: 10.1016/j.powtec.2014.01.048] [Citation(s) in RCA: 48] [Impact Index Per Article: 4.8] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/25/2022]
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35
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36
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Li T, Zhang Y. A new model for two-dimensional numerical simulation of pseudo-2D gas–solids fluidized beds. Chem Eng Sci 2013. [DOI: 10.1016/j.ces.2013.08.019] [Citation(s) in RCA: 15] [Impact Index Per Article: 1.4] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/26/2022]
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37
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Bao X, Du W, Xu J. An overview on the recent advances in computational fluid dynamics simulation of spouted beds. CAN J CHEM ENG 2013. [DOI: 10.1002/cjce.21917] [Citation(s) in RCA: 6] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/08/2022]
Affiliation(s)
- Xiaojun Bao
- State Key Laboratory of Heavy Oil Processing; China University of Petroleum; Changping; Beijing; 102249; P. R. China
| | - Wei Du
- State Key Laboratory of Heavy Oil Processing; China University of Petroleum; Changping; Beijing; 102249; P. R. China
| | - Jian Xu
- State Key Laboratory of Heavy Oil Processing; China University of Petroleum; Changping; Beijing; 102249; P. R. China
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38
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Experimental and numerical investigation into the residence time distribution of granular particles on forward and reverse acting grates. Chem Eng Sci 2013. [DOI: 10.1016/j.ces.2012.09.027] [Citation(s) in RCA: 8] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/23/2022]
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39
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Chareyre B, Cortis A, Catalano E, Barthélemy E. Pore-Scale Modeling of Viscous Flow and Induced Forces in Dense Sphere Packings. Transp Porous Media 2012. [DOI: 10.1007/s11242-012-0057-2] [Citation(s) in RCA: 58] [Impact Index Per Article: 4.8] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/24/2022]
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40
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Pei P, Zhang K, Wen D. Comparative analysis of CFD models for jetting fluidized beds: The effect of inter-phase drag force. POWDER TECHNOL 2012. [DOI: 10.1016/j.powtec.2011.12.043] [Citation(s) in RCA: 19] [Impact Index Per Article: 1.6] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/15/2022]
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41
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Li T, Guenther C. MFIX-DEM simulations of change of volumetric flow in fluidized beds due to chemical reactions. POWDER TECHNOL 2012. [DOI: 10.1016/j.powtec.2011.09.025] [Citation(s) in RCA: 22] [Impact Index Per Article: 1.8] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/17/2022]
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42
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SHIMOSAKA A, ASAHI R, NISHIURA D, SHIRAKAWA Y, HIDAKA J. Design of Nanoparticle Dispersion Process in Stirred Media Mill Using DEM–LES Coupling Method. JOURNAL OF CHEMICAL ENGINEERING OF JAPAN 2012. [DOI: 10.1252/jcej.12we022] [Citation(s) in RCA: 5] [Impact Index Per Article: 0.4] [Reference Citation Analysis] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 11/11/2022]
Affiliation(s)
- Atsuko SHIMOSAKA
- 1Department of Chemical Engineering and Materials Science, Faculty of Science and Engineering, Doshisha University
- Department of Chemical Engineering and Materials Science, Faculty of Science and Engineering, Doshisha University
| | - Ryoko ASAHI
- 1Department of Chemical Engineering and Materials Science, Faculty of Science and Engineering, Doshisha University
- Department of Chemical Engineering and Materials Science, Faculty of Science and Engineering, Doshisha University
| | - Daisuke NISHIURA
- Institute for Research on Earth Evolution, Japan Agency for Marin-Earth Science and Technology
- Institute for Research on Earth Evolution, Japan Agency for Marin-Earth Science and Technology
| | - Yoshiyuki SHIRAKAWA
- 1Department of Chemical Engineering and Materials Science, Faculty of Science and Engineering, Doshisha University
- Department of Chemical Engineering and Materials Science, Faculty of Science and Engineering, Doshisha University
| | - Jusuke HIDAKA
- 1Department of Chemical Engineering and Materials Science, Faculty of Science and Engineering, Doshisha University
- Department of Chemical Engineering and Materials Science, Faculty of Science and Engineering, Doshisha University
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43
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Chareyre B, Cortis A, Catalano E, Barthélemy E. Pore-Scale Modeling of Viscous Flow and Induced Forces in Dense Sphere Packings. Transp Porous Media 2011. [DOI: 10.1007/s11242-011-9915-6] [Citation(s) in RCA: 32] [Impact Index Per Article: 2.5] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/29/2022]
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44
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Naeini S, Spelt J. Development of single-cell bulk circulation in granular media in a vibrating bed. POWDER TECHNOL 2011. [DOI: 10.1016/j.powtec.2011.04.018] [Citation(s) in RCA: 21] [Impact Index Per Article: 1.6] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/15/2022]
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45
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Thornton C, Cummins SJ, Cleary PW. An investigation of the comparative behaviour of alternative contact force models during elastic collisions. POWDER TECHNOL 2011. [DOI: 10.1016/j.powtec.2011.01.013] [Citation(s) in RCA: 118] [Impact Index Per Article: 9.1] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/28/2022]
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46
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Hu G, Hu Z, Jian B, Liu L, Wan H. On the Determination of the Damping Coefficient of Non-linear Spring-dashpot System to Model Hertz Contact for Simulation by Discrete Element Method. ACTA ACUST UNITED AC 2011. [DOI: 10.4304/jcp.6.5.984-988] [Citation(s) in RCA: 33] [Impact Index Per Article: 2.5] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/15/2022]
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47
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48
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Vun S, Naser J, Witt P. Extension of the kinetic theory of granular flow to include dense quasi-static stresses. POWDER TECHNOL 2010. [DOI: 10.1016/j.powtec.2010.07.001] [Citation(s) in RCA: 34] [Impact Index Per Article: 2.4] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/28/2022]
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49
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50
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Peng B, Zhu J, Zhang C. Numerical Study on the Effect of the Air Jets at the Inlet Distributor in the Gas−Solids Circulating Fluidized-Bed Risers. Ind Eng Chem Res 2010. [DOI: 10.1021/ie901902j] [Citation(s) in RCA: 4] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/29/2022]
Affiliation(s)
- Botao Peng
- Department of Mechanical and Materials Engineering and Department of Chemical and Biochemical Engineering, The University of Western Ontario, London, Ontario, Canada N6A 5B9
| | - Jesse Zhu
- Department of Mechanical and Materials Engineering and Department of Chemical and Biochemical Engineering, The University of Western Ontario, London, Ontario, Canada N6A 5B9
| | - Chao Zhang
- Department of Mechanical and Materials Engineering and Department of Chemical and Biochemical Engineering, The University of Western Ontario, London, Ontario, Canada N6A 5B9
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