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Coupled discrete phase model and Eulerian wall film model for numerical simulation of respiratory droplet generation during coughing

Computational fluid dynamics is widely used to simulate droplet-spreading behavior due to respiratory events. However, droplet generation inside the body, such as the number, mass, and particle size distribution, has not been quantitatively analyzed. The aim of this study was to identify quantitativ...

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Autores principales: Anzai, Hitomi, Shindo, Yugo, Kohata, Yutaro, Hasegawa, Masahiro, Takana, Hidemasa, Matsunaga, Tetsuro, Akaike, Takaaki, Ohta, Makoto
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Nature Publishing Group UK 2022
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9434508/
https://www.ncbi.nlm.nih.gov/pubmed/36050319
http://dx.doi.org/10.1038/s41598-022-18788-3
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author Anzai, Hitomi
Shindo, Yugo
Kohata, Yutaro
Hasegawa, Masahiro
Takana, Hidemasa
Matsunaga, Tetsuro
Akaike, Takaaki
Ohta, Makoto
author_facet Anzai, Hitomi
Shindo, Yugo
Kohata, Yutaro
Hasegawa, Masahiro
Takana, Hidemasa
Matsunaga, Tetsuro
Akaike, Takaaki
Ohta, Makoto
author_sort Anzai, Hitomi
collection PubMed
description Computational fluid dynamics is widely used to simulate droplet-spreading behavior due to respiratory events. However, droplet generation inside the body, such as the number, mass, and particle size distribution, has not been quantitatively analyzed. The aim of this study was to identify quantitative characteristics of droplet generation during coughing. Airflow simulations were performed by coupling the discrete phase model and Eulerian wall film model to reproduce shear-induced stripping of airway mucosa. An ideal airway model with symmetric bifurcations was constructed, and the wall domain was covered by a mucous liquid film. The results of the transient airflow simulation indicated that the droplets had a wide particle size distribution of 0.1–400 µm, and smaller droplets were generated in larger numbers. In addition, the total mass and number of droplets generated increased with an increasing airflow. The total mass of the droplets also increased with an increasing mucous viscosity, and the largest number and size of droplets were obtained at a viscosity of 8 mPa s. The simulation methods used in this study can be used to quantify the particle size distribution and maximum particle diameter under various conditions.
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spelling pubmed-94345082022-09-01 Coupled discrete phase model and Eulerian wall film model for numerical simulation of respiratory droplet generation during coughing Anzai, Hitomi Shindo, Yugo Kohata, Yutaro Hasegawa, Masahiro Takana, Hidemasa Matsunaga, Tetsuro Akaike, Takaaki Ohta, Makoto Sci Rep Article Computational fluid dynamics is widely used to simulate droplet-spreading behavior due to respiratory events. However, droplet generation inside the body, such as the number, mass, and particle size distribution, has not been quantitatively analyzed. The aim of this study was to identify quantitative characteristics of droplet generation during coughing. Airflow simulations were performed by coupling the discrete phase model and Eulerian wall film model to reproduce shear-induced stripping of airway mucosa. An ideal airway model with symmetric bifurcations was constructed, and the wall domain was covered by a mucous liquid film. The results of the transient airflow simulation indicated that the droplets had a wide particle size distribution of 0.1–400 µm, and smaller droplets were generated in larger numbers. In addition, the total mass and number of droplets generated increased with an increasing airflow. The total mass of the droplets also increased with an increasing mucous viscosity, and the largest number and size of droplets were obtained at a viscosity of 8 mPa s. The simulation methods used in this study can be used to quantify the particle size distribution and maximum particle diameter under various conditions. Nature Publishing Group UK 2022-09-01 /pmc/articles/PMC9434508/ /pubmed/36050319 http://dx.doi.org/10.1038/s41598-022-18788-3 Text en © The Author(s) 2022 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
Anzai, Hitomi
Shindo, Yugo
Kohata, Yutaro
Hasegawa, Masahiro
Takana, Hidemasa
Matsunaga, Tetsuro
Akaike, Takaaki
Ohta, Makoto
Coupled discrete phase model and Eulerian wall film model for numerical simulation of respiratory droplet generation during coughing
title Coupled discrete phase model and Eulerian wall film model for numerical simulation of respiratory droplet generation during coughing
title_full Coupled discrete phase model and Eulerian wall film model for numerical simulation of respiratory droplet generation during coughing
title_fullStr Coupled discrete phase model and Eulerian wall film model for numerical simulation of respiratory droplet generation during coughing
title_full_unstemmed Coupled discrete phase model and Eulerian wall film model for numerical simulation of respiratory droplet generation during coughing
title_short Coupled discrete phase model and Eulerian wall film model for numerical simulation of respiratory droplet generation during coughing
title_sort coupled discrete phase model and eulerian wall film model for numerical simulation of respiratory droplet generation during coughing
topic Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9434508/
https://www.ncbi.nlm.nih.gov/pubmed/36050319
http://dx.doi.org/10.1038/s41598-022-18788-3
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