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Analysis and Optimization of the Milling Performance of an Industry-Scale VSM via Numerical Simulations

Vertical stirred mills (VSM) are widely used for powder processing in many situations like mechanical alloying preparation and raw material crushing and shaping. Many structural and operational parameters like stirrer helix angle and rotating speed have great significance on VSM performance, especia...

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Autores principales: Tong, Chengguang, Chen, Zuobing, Liu, Chang, Xie, Qiang
Formato: Online Artículo Texto
Lenguaje:English
Publicado: MDPI 2023
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10342340/
https://www.ncbi.nlm.nih.gov/pubmed/37445025
http://dx.doi.org/10.3390/ma16134712
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author Tong, Chengguang
Chen, Zuobing
Liu, Chang
Xie, Qiang
author_facet Tong, Chengguang
Chen, Zuobing
Liu, Chang
Xie, Qiang
author_sort Tong, Chengguang
collection PubMed
description Vertical stirred mills (VSM) are widely used for powder processing in many situations like mechanical alloying preparation and raw material crushing and shaping. Many structural and operational parameters like stirrer helix angle and rotating speed have great significance on VSM performance, especially in a large industry-scale situation. Therefore, it becomes essential to investigate these parameters systematically to obtain high energy efficiency and good product quality. In this work, the discrete element method (DEM) was used to examine the effects of stirrer helix angle ([Formula: see text]), stirrer diameter (d), and rotating speed (n) on the grinding performance in an industrial VSM, and then the response surface method (RSM) was employed for multi-objective optimization in the VSM. It is found that a media vortex phenomenon may happen near the stirring shaft. The media collisions are significantly influenced by [Formula: see text] , d, and n. Through multi-objective optimization design (MOD), the power consumption (P) of the stirrer reduced by 8.09%. The media collision energy (E) increased by 9.53%. The energy conversion rate (R) rises by 20.70%. The collision intensity and frequency are both improved. This optimization method can help determine good operating parameters based on certain structures.
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spelling pubmed-103423402023-07-14 Analysis and Optimization of the Milling Performance of an Industry-Scale VSM via Numerical Simulations Tong, Chengguang Chen, Zuobing Liu, Chang Xie, Qiang Materials (Basel) Article Vertical stirred mills (VSM) are widely used for powder processing in many situations like mechanical alloying preparation and raw material crushing and shaping. Many structural and operational parameters like stirrer helix angle and rotating speed have great significance on VSM performance, especially in a large industry-scale situation. Therefore, it becomes essential to investigate these parameters systematically to obtain high energy efficiency and good product quality. In this work, the discrete element method (DEM) was used to examine the effects of stirrer helix angle ([Formula: see text]), stirrer diameter (d), and rotating speed (n) on the grinding performance in an industrial VSM, and then the response surface method (RSM) was employed for multi-objective optimization in the VSM. It is found that a media vortex phenomenon may happen near the stirring shaft. The media collisions are significantly influenced by [Formula: see text] , d, and n. Through multi-objective optimization design (MOD), the power consumption (P) of the stirrer reduced by 8.09%. The media collision energy (E) increased by 9.53%. The energy conversion rate (R) rises by 20.70%. The collision intensity and frequency are both improved. This optimization method can help determine good operating parameters based on certain structures. MDPI 2023-06-29 /pmc/articles/PMC10342340/ /pubmed/37445025 http://dx.doi.org/10.3390/ma16134712 Text en © 2023 by the authors. https://creativecommons.org/licenses/by/4.0/Licensee MDPI, Basel, Switzerland. This article is an open access article distributed under the terms and conditions of the Creative Commons Attribution (CC BY) license (https://creativecommons.org/licenses/by/4.0/).
spellingShingle Article
Tong, Chengguang
Chen, Zuobing
Liu, Chang
Xie, Qiang
Analysis and Optimization of the Milling Performance of an Industry-Scale VSM via Numerical Simulations
title Analysis and Optimization of the Milling Performance of an Industry-Scale VSM via Numerical Simulations
title_full Analysis and Optimization of the Milling Performance of an Industry-Scale VSM via Numerical Simulations
title_fullStr Analysis and Optimization of the Milling Performance of an Industry-Scale VSM via Numerical Simulations
title_full_unstemmed Analysis and Optimization of the Milling Performance of an Industry-Scale VSM via Numerical Simulations
title_short Analysis and Optimization of the Milling Performance of an Industry-Scale VSM via Numerical Simulations
title_sort analysis and optimization of the milling performance of an industry-scale vsm via numerical simulations
topic Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10342340/
https://www.ncbi.nlm.nih.gov/pubmed/37445025
http://dx.doi.org/10.3390/ma16134712
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