Cargando…
Convex Polygon Packing Based Meshing Algorithm for Modeling of Rock and Porous Media
In this work, we propose new packing algorithm designed for the generation of polygon meshes to be used for modeling of rock and porous media based on the virtual element method. The packing problem to be solved corresponds to a two-dimensional packing of convex-shape polygons and is based on the lo...
Autores principales: | , , , |
---|---|
Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
2020
|
Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7302853/ http://dx.doi.org/10.1007/978-3-030-50426-7_20 |
_version_ | 1783547936076988416 |
---|---|
author | Torres, Joaquín Hitschfeld, Nancy Ruiz, Rafael O. Ortiz-Bernardin, Alejandro |
author_facet | Torres, Joaquín Hitschfeld, Nancy Ruiz, Rafael O. Ortiz-Bernardin, Alejandro |
author_sort | Torres, Joaquín |
collection | PubMed |
description | In this work, we propose new packing algorithm designed for the generation of polygon meshes to be used for modeling of rock and porous media based on the virtual element method. The packing problem to be solved corresponds to a two-dimensional packing of convex-shape polygons and is based on the locus operation used for the advancing front approach. Additionally, for the sake of simplicity, we decided to restrain the polygon rotation in the packing process. Three heuristics are presented to simplify the packing problem: density heuristic, gravity heuristic and the multi-layer packing. The decision made by those three heuristic are prioritizing on minimizing the area, inserting polygons on the minimum Y coordinate and pack polygons in multiple layers dividing the input in multiple lists, respectively. Finally, we illustrate the potential of the generated meshes by solving a diffusion problem, where the discretized domain consisted in polygons and spaces with different conductivities. Due to the arbitrary shape of polygons and spaces that are generated by the packing algorithm, the virtual element method was used to solve the diffusion problem numerically. |
format | Online Article Text |
id | pubmed-7302853 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2020 |
record_format | MEDLINE/PubMed |
spelling | pubmed-73028532020-06-19 Convex Polygon Packing Based Meshing Algorithm for Modeling of Rock and Porous Media Torres, Joaquín Hitschfeld, Nancy Ruiz, Rafael O. Ortiz-Bernardin, Alejandro Computational Science – ICCS 2020 Article In this work, we propose new packing algorithm designed for the generation of polygon meshes to be used for modeling of rock and porous media based on the virtual element method. The packing problem to be solved corresponds to a two-dimensional packing of convex-shape polygons and is based on the locus operation used for the advancing front approach. Additionally, for the sake of simplicity, we decided to restrain the polygon rotation in the packing process. Three heuristics are presented to simplify the packing problem: density heuristic, gravity heuristic and the multi-layer packing. The decision made by those three heuristic are prioritizing on minimizing the area, inserting polygons on the minimum Y coordinate and pack polygons in multiple layers dividing the input in multiple lists, respectively. Finally, we illustrate the potential of the generated meshes by solving a diffusion problem, where the discretized domain consisted in polygons and spaces with different conductivities. Due to the arbitrary shape of polygons and spaces that are generated by the packing algorithm, the virtual element method was used to solve the diffusion problem numerically. 2020-05-25 /pmc/articles/PMC7302853/ http://dx.doi.org/10.1007/978-3-030-50426-7_20 Text en © Springer Nature Switzerland AG 2020 This article is made available via the PMC Open Access Subset for unrestricted research re-use and secondary analysis in any form or by any means with acknowledgement of the original source. These permissions are granted for the duration of the World Health Organization (WHO) declaration of COVID-19 as a global pandemic. |
spellingShingle | Article Torres, Joaquín Hitschfeld, Nancy Ruiz, Rafael O. Ortiz-Bernardin, Alejandro Convex Polygon Packing Based Meshing Algorithm for Modeling of Rock and Porous Media |
title | Convex Polygon Packing Based Meshing Algorithm for Modeling of Rock and Porous Media |
title_full | Convex Polygon Packing Based Meshing Algorithm for Modeling of Rock and Porous Media |
title_fullStr | Convex Polygon Packing Based Meshing Algorithm for Modeling of Rock and Porous Media |
title_full_unstemmed | Convex Polygon Packing Based Meshing Algorithm for Modeling of Rock and Porous Media |
title_short | Convex Polygon Packing Based Meshing Algorithm for Modeling of Rock and Porous Media |
title_sort | convex polygon packing based meshing algorithm for modeling of rock and porous media |
topic | Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7302853/ http://dx.doi.org/10.1007/978-3-030-50426-7_20 |
work_keys_str_mv | AT torresjoaquin convexpolygonpackingbasedmeshingalgorithmformodelingofrockandporousmedia AT hitschfeldnancy convexpolygonpackingbasedmeshingalgorithmformodelingofrockandporousmedia AT ruizrafaelo convexpolygonpackingbasedmeshingalgorithmformodelingofrockandporousmedia AT ortizbernardinalejandro convexpolygonpackingbasedmeshingalgorithmformodelingofrockandporousmedia |