Cargando…
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...
Autores principales: | , , , |
---|---|
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 |
_version_ | 1785072475705442304 |
---|---|
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. |
format | Online Article Text |
id | pubmed-10342340 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2023 |
publisher | MDPI |
record_format | MEDLINE/PubMed |
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 |
work_keys_str_mv | AT tongchengguang analysisandoptimizationofthemillingperformanceofanindustryscalevsmvianumericalsimulations AT chenzuobing analysisandoptimizationofthemillingperformanceofanindustryscalevsmvianumericalsimulations AT liuchang analysisandoptimizationofthemillingperformanceofanindustryscalevsmvianumericalsimulations AT xieqiang analysisandoptimizationofthemillingperformanceofanindustryscalevsmvianumericalsimulations |