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Research on calibration method of microscopic parameters of siltstone based on gray theory

When the Linear Parallel Bond Model (PBM) in Particle Flow Code is used to simulate intact rocks, a basic problem is how to determine the microscopic parameters that control the macroscopic properties of the modeled rocks. After simplifying the microscopic parameters of the PBM model, this study pro...

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Autores principales: Wu, Mengkun, Hu, Ankui, Zhou, Shuai, Mao, Xianhui, Fei, Wang
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Nature Publishing Group UK 2023
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10516965/
https://www.ncbi.nlm.nih.gov/pubmed/37737301
http://dx.doi.org/10.1038/s41598-023-43008-x
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author Wu, Mengkun
Hu, Ankui
Zhou, Shuai
Mao, Xianhui
Fei, Wang
author_facet Wu, Mengkun
Hu, Ankui
Zhou, Shuai
Mao, Xianhui
Fei, Wang
author_sort Wu, Mengkun
collection PubMed
description When the Linear Parallel Bond Model (PBM) in Particle Flow Code is used to simulate intact rocks, a basic problem is how to determine the microscopic parameters that control the macroscopic properties of the modeled rocks. After simplifying the microscopic parameters of the PBM model, this study proposes a new method of inverse performance of the regression equations of the macroscopic parameters by the gray absolute correlation combined with regression analysis, which solves the drawbacks of the current manual trial parameter calibration method to a certain extent. When this method is applied to the calibration of the microscopic parameters of the siltstone, the numerical simulation results produce good agreement between the results derived from the finite element software (ABAQUS) both in terms of macroscopic parameters and damage forms.
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spelling pubmed-105169652023-09-24 Research on calibration method of microscopic parameters of siltstone based on gray theory Wu, Mengkun Hu, Ankui Zhou, Shuai Mao, Xianhui Fei, Wang Sci Rep Article When the Linear Parallel Bond Model (PBM) in Particle Flow Code is used to simulate intact rocks, a basic problem is how to determine the microscopic parameters that control the macroscopic properties of the modeled rocks. After simplifying the microscopic parameters of the PBM model, this study proposes a new method of inverse performance of the regression equations of the macroscopic parameters by the gray absolute correlation combined with regression analysis, which solves the drawbacks of the current manual trial parameter calibration method to a certain extent. When this method is applied to the calibration of the microscopic parameters of the siltstone, the numerical simulation results produce good agreement between the results derived from the finite element software (ABAQUS) both in terms of macroscopic parameters and damage forms. Nature Publishing Group UK 2023-09-22 /pmc/articles/PMC10516965/ /pubmed/37737301 http://dx.doi.org/10.1038/s41598-023-43008-x 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
Wu, Mengkun
Hu, Ankui
Zhou, Shuai
Mao, Xianhui
Fei, Wang
Research on calibration method of microscopic parameters of siltstone based on gray theory
title Research on calibration method of microscopic parameters of siltstone based on gray theory
title_full Research on calibration method of microscopic parameters of siltstone based on gray theory
title_fullStr Research on calibration method of microscopic parameters of siltstone based on gray theory
title_full_unstemmed Research on calibration method of microscopic parameters of siltstone based on gray theory
title_short Research on calibration method of microscopic parameters of siltstone based on gray theory
title_sort research on calibration method of microscopic parameters of siltstone based on gray theory
topic Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10516965/
https://www.ncbi.nlm.nih.gov/pubmed/37737301
http://dx.doi.org/10.1038/s41598-023-43008-x
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