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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Main Authors: Zhao, Ya, Yang, Shiliang, Zhang, Liangqi, Chew, Jia Wei
Other Authors: School of Chemical and Biomedical Engineering
Format: Article
Language:English
Published: 2021
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Online Access:https://hdl.handle.net/10356/151304
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Institution: Nanyang Technological University
Language: English
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spelling 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.
institution Nanyang Technological University
building NTU Library
continent Asia
country Singapore
Singapore
content_provider NTU Library
collection DR-NTU
language English
topic Engineering::Chemical engineering
Discrete Element Method
Hopper Discharge Rate
spellingShingle 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
description 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.
author2 School of Chemical and Biomedical Engineering
author_facet School of Chemical and Biomedical Engineering
Zhao, Ya
Yang, Shiliang
Zhang, Liangqi
Chew, Jia Wei
format Article
author Zhao, Ya
Yang, Shiliang
Zhang, Liangqi
Chew, Jia Wei
author_sort 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
publishDate 2021
url https://hdl.handle.net/10356/151304
_version_ 1703971154272714752