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Calibration and verification of DEM parameters of wet-sticky feed raw materials
In order to improve the accuracy of the parameters needed in the discrete element method (DEM) simulation process of wet-sticky feed raw materials, the JKR contact model in DEM was used to calibrate and verify the physical parameters of wet-sticky feed raw materials. Firstly, the parameters that hav...
Autores principales: | , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Nature Publishing Group UK
2023
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10247721/ https://www.ncbi.nlm.nih.gov/pubmed/37286929 http://dx.doi.org/10.1038/s41598-023-36482-w |
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author | Peng, Fei Zhang, Limei Li, Zhiqiang Chen, Jianming |
author_facet | Peng, Fei Zhang, Limei Li, Zhiqiang Chen, Jianming |
author_sort | Peng, Fei |
collection | PubMed |
description | In order to improve the accuracy of the parameters needed in the discrete element method (DEM) simulation process of wet-sticky feed raw materials, the JKR contact model in DEM was used to calibrate and verify the physical parameters of wet-sticky feed raw materials. Firstly, the parameters that have a significant effect on the angle of repose were screened using a Plackett–Burman design, and the screened parameters were: MM rolling friction coefficient, MM static friction coefficient, and JKR surface energy. Then, the three screened parameters were selected as the influencing factors and the accumulation angle of repose was selected as evaluating indicator; thus, the performance optimization experiments were carried out with the quadratic orthogonal rotation design. Taking the experimentally measured angle of repose value of 54.25°as the target value, the significance parameters were optimized, and the optimal combination was obtained : MM rolling friction factor was 0.21, MM static friction factor was 0.51, and JKR surface energy was 0.65. Finally, the angle of repose and SPP tests were compared under the calibrated parameters. The results showed that the relative error of experimental and simulated tests in angle of repose was 0.57%, and the compression displacement and compression ratio of the experimental and simulated tests in SPP were 1.01% and 0.95%, respectively, which improved the reliability of the simulated results. The research findings provide a reference basis for simulation study and optimal design of related equipment for feed raw materials. |
format | Online Article Text |
id | pubmed-10247721 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2023 |
publisher | Nature Publishing Group UK |
record_format | MEDLINE/PubMed |
spelling | pubmed-102477212023-06-09 Calibration and verification of DEM parameters of wet-sticky feed raw materials Peng, Fei Zhang, Limei Li, Zhiqiang Chen, Jianming Sci Rep Article In order to improve the accuracy of the parameters needed in the discrete element method (DEM) simulation process of wet-sticky feed raw materials, the JKR contact model in DEM was used to calibrate and verify the physical parameters of wet-sticky feed raw materials. Firstly, the parameters that have a significant effect on the angle of repose were screened using a Plackett–Burman design, and the screened parameters were: MM rolling friction coefficient, MM static friction coefficient, and JKR surface energy. Then, the three screened parameters were selected as the influencing factors and the accumulation angle of repose was selected as evaluating indicator; thus, the performance optimization experiments were carried out with the quadratic orthogonal rotation design. Taking the experimentally measured angle of repose value of 54.25°as the target value, the significance parameters were optimized, and the optimal combination was obtained : MM rolling friction factor was 0.21, MM static friction factor was 0.51, and JKR surface energy was 0.65. Finally, the angle of repose and SPP tests were compared under the calibrated parameters. The results showed that the relative error of experimental and simulated tests in angle of repose was 0.57%, and the compression displacement and compression ratio of the experimental and simulated tests in SPP were 1.01% and 0.95%, respectively, which improved the reliability of the simulated results. The research findings provide a reference basis for simulation study and optimal design of related equipment for feed raw materials. Nature Publishing Group UK 2023-06-07 /pmc/articles/PMC10247721/ /pubmed/37286929 http://dx.doi.org/10.1038/s41598-023-36482-w Text en © The Author(s) 2023 https://creativecommons.org/licenses/by/4.0/Open Access This article is licensed under a Creative Commons Attribution 4.0 International License, which permits use, sharing, adaptation, distribution and reproduction in any medium or format, as long as you give appropriate credit to the original author(s) and the source, provide a link to the Creative Commons licence, and indicate if changes were made. The images or other third party material in this article are included in the article's Creative Commons licence, unless indicated otherwise in a credit line to the material. If material is not included in the article's Creative Commons licence and your intended use is not permitted by statutory regulation or exceeds the permitted use, you will need to obtain permission directly from the copyright holder. To view a copy of this licence, visit http://creativecommons.org/licenses/by/4.0/ (https://creativecommons.org/licenses/by/4.0/) . |
spellingShingle | Article Peng, Fei Zhang, Limei Li, Zhiqiang Chen, Jianming Calibration and verification of DEM parameters of wet-sticky feed raw materials |
title | Calibration and verification of DEM parameters of wet-sticky feed raw materials |
title_full | Calibration and verification of DEM parameters of wet-sticky feed raw materials |
title_fullStr | Calibration and verification of DEM parameters of wet-sticky feed raw materials |
title_full_unstemmed | Calibration and verification of DEM parameters of wet-sticky feed raw materials |
title_short | Calibration and verification of DEM parameters of wet-sticky feed raw materials |
title_sort | calibration and verification of dem parameters of wet-sticky feed raw materials |
topic | Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10247721/ https://www.ncbi.nlm.nih.gov/pubmed/37286929 http://dx.doi.org/10.1038/s41598-023-36482-w |
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