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Review of calibration strategies for discrete element model in quasi-static elastic deformation

This study first reviewed theories of the mechanical response of structures under loading, and the discrete element method provides a route for studying mechanical response including elastic deformation and structure failure. However, the direct acquisition of the microscopic parameters from the gov...

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Autores principales: Liu, Xianyang, Wang, Qunwei, Wang, Yongwei, Dong, Qinxi
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Nature Publishing Group UK 2023
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10427670/
https://www.ncbi.nlm.nih.gov/pubmed/37582842
http://dx.doi.org/10.1038/s41598-023-39446-2
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author Liu, Xianyang
Wang, Qunwei
Wang, Yongwei
Dong, Qinxi
author_facet Liu, Xianyang
Wang, Qunwei
Wang, Yongwei
Dong, Qinxi
author_sort Liu, Xianyang
collection PubMed
description This study first reviewed theories of the mechanical response of structures under loading, and the discrete element method provides a route for studying mechanical response including elastic deformation and structure failure. However, the direct acquisition of the microscopic parameters from the governing equations of the discrete element method via experiments encounters challenges. One possible strategy to obtain these microscopic parameters is parameter calibration that are widely used by researchers. Secondly, the governing equations and failure criterion of the discrete element method are summarized, and the microscopic parameters that would be calibrated are pinpointed. Next, the principles of classical calibration methods of discrete element method are explicated in detail, alongside the validation and discussion of their properties. Lastly, this study examined the applicability of calibrated parameters and points out that the size ratio, porosity, maximum radius, and minimum radius of particles should be identical in both the geometric calibration model and that for applications.
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spelling pubmed-104276702023-08-17 Review of calibration strategies for discrete element model in quasi-static elastic deformation Liu, Xianyang Wang, Qunwei Wang, Yongwei Dong, Qinxi Sci Rep Article This study first reviewed theories of the mechanical response of structures under loading, and the discrete element method provides a route for studying mechanical response including elastic deformation and structure failure. However, the direct acquisition of the microscopic parameters from the governing equations of the discrete element method via experiments encounters challenges. One possible strategy to obtain these microscopic parameters is parameter calibration that are widely used by researchers. Secondly, the governing equations and failure criterion of the discrete element method are summarized, and the microscopic parameters that would be calibrated are pinpointed. Next, the principles of classical calibration methods of discrete element method are explicated in detail, alongside the validation and discussion of their properties. Lastly, this study examined the applicability of calibrated parameters and points out that the size ratio, porosity, maximum radius, and minimum radius of particles should be identical in both the geometric calibration model and that for applications. Nature Publishing Group UK 2023-08-15 /pmc/articles/PMC10427670/ /pubmed/37582842 http://dx.doi.org/10.1038/s41598-023-39446-2 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
Liu, Xianyang
Wang, Qunwei
Wang, Yongwei
Dong, Qinxi
Review of calibration strategies for discrete element model in quasi-static elastic deformation
title Review of calibration strategies for discrete element model in quasi-static elastic deformation
title_full Review of calibration strategies for discrete element model in quasi-static elastic deformation
title_fullStr Review of calibration strategies for discrete element model in quasi-static elastic deformation
title_full_unstemmed Review of calibration strategies for discrete element model in quasi-static elastic deformation
title_short Review of calibration strategies for discrete element model in quasi-static elastic deformation
title_sort review of calibration strategies for discrete element model in quasi-static elastic deformation
topic Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10427670/
https://www.ncbi.nlm.nih.gov/pubmed/37582842
http://dx.doi.org/10.1038/s41598-023-39446-2
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