Understanding the varying discharge rates of lognormal particle size distributions from a hopper using the discrete element method
The focus of this study is on understanding the varying discharge rates of lognormal particle size distributions (PSDs) with the same mean particle diameter. Discrete element method (DEM) is used to simulate lognormal PSDs with the same arithmetic mean of the particle diameter of 5 mm but varying PS...
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sg-ntu-dr.10356-1513042021-06-21T09:29:22Z Understanding the varying discharge rates of lognormal particle size distributions from a hopper using the discrete element method Zhao, Ya Yang, Shiliang Zhang, Liangqi Chew, Jia Wei School of Chemical and Biomedical Engineering Singapore Membrane Technology Centre Nanyang Environment and Water Research Institute Engineering::Chemical engineering Discrete Element Method Hopper Discharge Rate The focus of this study is on understanding the varying discharge rates of lognormal particle size distributions (PSDs) with the same mean particle diameter. Discrete element method (DEM) is used to simulate lognormal PSDs with the same arithmetic mean of the particle diameter of 5 mm but varying PSD widths (σ/μ = 10% to 70%) in a 3D conical hopper. Four highlights are noted: (i) the Beverloo correlation and others modified to account for various particle properties predict the discharge rates of lognormal PSDs poorly, which underscores the need for more understanding on the influence of PSD width; (ii) the velocity vectors are less uniformly downwards in the hopper for the wider PSDs, which results in the slowing down of the discharge rate; (iii) the radial particle velocity, and both the radial and vertical particle angular velocity increase with PSD width throughout the first half of the hopper discharge; and (iv) the collision force magnitudes are greater for the wider PSDs, and the cross-sectional fluctuations of the collision forces at the cone height increases with PSD width. The increase of the magnitudes of these particle characteristics (namely, radial particle velocity, angular velocity, and collision force) with PSD width underlies the decreasing hopper discharge rate. National Research Foundation (NRF) The authors thank the financial support from the National Research Foundation (NRF), Prime Minister's Office, Singapore, under its Campus for Research Excellence and Technological Enterprise (CREATE) program, and also the 2nd Intra-CREATE Seed Collaboration Grant (NRF2017-ITS002-013). 2021-06-21T09:29:22Z 2021-06-21T09:29:22Z 2019 Journal Article Zhao, Y., Yang, S., Zhang, L. & Chew, J. W. (2019). Understanding the varying discharge rates of lognormal particle size distributions from a hopper using the discrete element method. Powder Technology, 342, 356-370. https://dx.doi.org/10.1016/j.powtec.2018.09.080 0032-5910 0000-0002-6603-1649 https://hdl.handle.net/10356/151304 10.1016/j.powtec.2018.09.080 2-s2.0-85054561111 342 356 370 en NRF2017-ITS002-013 Powder Technology © 2018 Elsevier B.V. All rights reserved. |
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Engineering::Chemical engineering Discrete Element Method Hopper Discharge Rate Zhao, Ya Yang, Shiliang Zhang, Liangqi Chew, Jia Wei Understanding the varying discharge rates of lognormal particle size distributions from a hopper using the discrete element method |
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The focus of this study is on understanding the varying discharge rates of lognormal particle size distributions (PSDs) with the same mean particle diameter. Discrete element method (DEM) is used to simulate lognormal PSDs with the same arithmetic mean of the particle diameter of 5 mm but varying PSD widths (σ/μ = 10% to 70%) in a 3D conical hopper. Four highlights are noted: (i) the Beverloo correlation and others modified to account for various particle properties predict the discharge rates of lognormal PSDs poorly, which underscores the need for more understanding on the influence of PSD width; (ii) the velocity vectors are less uniformly downwards in the hopper for the wider PSDs, which results in the slowing down of the discharge rate; (iii) the radial particle velocity, and both the radial and vertical particle angular velocity increase with PSD width throughout the first half of the hopper discharge; and (iv) the collision force magnitudes are greater for the wider PSDs, and the cross-sectional fluctuations of the collision forces at the cone height increases with PSD width. The increase of the magnitudes of these particle characteristics (namely, radial particle velocity, angular velocity, and collision force) with PSD width underlies the decreasing hopper discharge rate. |
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School of Chemical and Biomedical Engineering |
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School of Chemical and Biomedical Engineering Zhao, Ya Yang, Shiliang Zhang, Liangqi Chew, Jia Wei |
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Article |
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Zhao, Ya Yang, Shiliang Zhang, Liangqi Chew, Jia Wei |
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Zhao, Ya |
title |
Understanding the varying discharge rates of lognormal particle size distributions from a hopper using the discrete element method |
title_short |
Understanding the varying discharge rates of lognormal particle size distributions from a hopper using the discrete element method |
title_full |
Understanding the varying discharge rates of lognormal particle size distributions from a hopper using the discrete element method |
title_fullStr |
Understanding the varying discharge rates of lognormal particle size distributions from a hopper using the discrete element method |
title_full_unstemmed |
Understanding the varying discharge rates of lognormal particle size distributions from a hopper using the discrete element method |
title_sort |
understanding the varying discharge rates of lognormal particle size distributions from a hopper using the discrete element method |
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2021 |
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https://hdl.handle.net/10356/151304 |
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1703971154272714752 |