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A Random Angular Bend Algorithm for Two- Dimensional Discrete Modeling of Granular Materials
Generation of particles with irregular shape and the overlap detection are crucial for numerical simulation of granular materials. This paper presents a systematic approach to develop a two-dimensional random particle model for numerical simulation of granular materials. Firstly, a random angular be...
Autores principales: | , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
MDPI
2019
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6651634/ https://www.ncbi.nlm.nih.gov/pubmed/31284504 http://dx.doi.org/10.3390/ma12132169 |
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author | Wang, Zhenyu Wang, Lin Zhang, Wengang |
author_facet | Wang, Zhenyu Wang, Lin Zhang, Wengang |
author_sort | Wang, Zhenyu |
collection | PubMed |
description | Generation of particles with irregular shape and the overlap detection are crucial for numerical simulation of granular materials. This paper presents a systematic approach to develop a two-dimensional random particle model for numerical simulation of granular materials. Firstly, a random angular bend (RAB) algorithm is proposed and coded in Python to simulate the geometric model of individual particle with irregular shape. Three representative parameters are used to quantitatively control the shape feature of generated polygons in terms of three major aspects, respectively. Then, the generated geometrical models are implemented into particle flow code PFC(2D) to construct the clump library. The clumps are created via the mid-surface method. Besides, an overlap detection algorithm is developed to address the difficulties associated with spatial allocation of irregularly shaped particles. Finally, two application examples are adopted to validate the feasibility of the proposed algorithm in the numerical modeling of realistic granular materials. The study provides a solid foundation for the generation and simulation of the granular materials based on angular bend theory. |
format | Online Article Text |
id | pubmed-6651634 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2019 |
publisher | MDPI |
record_format | MEDLINE/PubMed |
spelling | pubmed-66516342019-08-08 A Random Angular Bend Algorithm for Two- Dimensional Discrete Modeling of Granular Materials Wang, Zhenyu Wang, Lin Zhang, Wengang Materials (Basel) Article Generation of particles with irregular shape and the overlap detection are crucial for numerical simulation of granular materials. This paper presents a systematic approach to develop a two-dimensional random particle model for numerical simulation of granular materials. Firstly, a random angular bend (RAB) algorithm is proposed and coded in Python to simulate the geometric model of individual particle with irregular shape. Three representative parameters are used to quantitatively control the shape feature of generated polygons in terms of three major aspects, respectively. Then, the generated geometrical models are implemented into particle flow code PFC(2D) to construct the clump library. The clumps are created via the mid-surface method. Besides, an overlap detection algorithm is developed to address the difficulties associated with spatial allocation of irregularly shaped particles. Finally, two application examples are adopted to validate the feasibility of the proposed algorithm in the numerical modeling of realistic granular materials. The study provides a solid foundation for the generation and simulation of the granular materials based on angular bend theory. MDPI 2019-07-05 /pmc/articles/PMC6651634/ /pubmed/31284504 http://dx.doi.org/10.3390/ma12132169 Text en © 2019 by the authors. 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 (http://creativecommons.org/licenses/by/4.0/). |
spellingShingle | Article Wang, Zhenyu Wang, Lin Zhang, Wengang A Random Angular Bend Algorithm for Two- Dimensional Discrete Modeling of Granular Materials |
title | A Random Angular Bend Algorithm for Two- Dimensional Discrete Modeling of Granular Materials |
title_full | A Random Angular Bend Algorithm for Two- Dimensional Discrete Modeling of Granular Materials |
title_fullStr | A Random Angular Bend Algorithm for Two- Dimensional Discrete Modeling of Granular Materials |
title_full_unstemmed | A Random Angular Bend Algorithm for Two- Dimensional Discrete Modeling of Granular Materials |
title_short | A Random Angular Bend Algorithm for Two- Dimensional Discrete Modeling of Granular Materials |
title_sort | random angular bend algorithm for two- dimensional discrete modeling of granular materials |
topic | Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6651634/ https://www.ncbi.nlm.nih.gov/pubmed/31284504 http://dx.doi.org/10.3390/ma12132169 |
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