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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...

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Detalles Bibliográficos
Autores principales: Wang, Zhenyu, Wang, Lin, Zhang, Wengang
Formato: Online Artículo Texto
Lenguaje:English
Publicado: MDPI 2019
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.
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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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