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Use of Multiple Low Cost Carbon Dioxide Sensors to Measure Exhaled Breath Distribution with Face Mask Type and Wearing Behaviour

The use of cloth face coverings and face masks has become widespread in light of the COVID-19 pandemic. This paper presents a method of using low cost wirelessly connected carbon dioxide (CO(2)) sensors to measure the effects of properly and improperly worn face masks on the concentration distributi...

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Autores principales: Salman, Naveed, Khan, Muhammad Waqas, Lim, Michael, Khan, Amir, Kemp, Andrew H., Noakes, Catherine J.
Formato: Online Artículo Texto
Lenguaje:English
Publicado: MDPI 2021
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8472914/
https://www.ncbi.nlm.nih.gov/pubmed/34577411
http://dx.doi.org/10.3390/s21186204
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author Salman, Naveed
Khan, Muhammad Waqas
Lim, Michael
Khan, Amir
Kemp, Andrew H.
Noakes, Catherine J.
author_facet Salman, Naveed
Khan, Muhammad Waqas
Lim, Michael
Khan, Amir
Kemp, Andrew H.
Noakes, Catherine J.
author_sort Salman, Naveed
collection PubMed
description The use of cloth face coverings and face masks has become widespread in light of the COVID-19 pandemic. This paper presents a method of using low cost wirelessly connected carbon dioxide (CO(2)) sensors to measure the effects of properly and improperly worn face masks on the concentration distribution of exhaled breath around the face. Four types of face masks are used in two indoor environment scenarios. CO(2) as a proxy for exhaled breath is being measured with the Sensirion SCD30 CO(2) sensor, and data are being transferred wirelessly to a base station. The exhaled CO(2) is measured in four directions at various distances from the head of the subject, and interpolated to create spatial heat maps of CO(2) concentration. Statistical analysis using the Friedman’s analysis of variance (ANOVA) test is carried out to determine the validity of the null hypotheses (i.e., distribution of the CO(2) is same) between different experiment conditions. Results suggest CO(2) concentrations vary little with the type of mask used; however, improper use of the face mask results in statistically different CO(2) spatial distribution of concentration. The use of low cost sensors with a visual interpolation tool could provide an effective method of demonstrating the importance of proper mask wearing to the public.
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spelling pubmed-84729142021-09-28 Use of Multiple Low Cost Carbon Dioxide Sensors to Measure Exhaled Breath Distribution with Face Mask Type and Wearing Behaviour Salman, Naveed Khan, Muhammad Waqas Lim, Michael Khan, Amir Kemp, Andrew H. Noakes, Catherine J. Sensors (Basel) Article The use of cloth face coverings and face masks has become widespread in light of the COVID-19 pandemic. This paper presents a method of using low cost wirelessly connected carbon dioxide (CO(2)) sensors to measure the effects of properly and improperly worn face masks on the concentration distribution of exhaled breath around the face. Four types of face masks are used in two indoor environment scenarios. CO(2) as a proxy for exhaled breath is being measured with the Sensirion SCD30 CO(2) sensor, and data are being transferred wirelessly to a base station. The exhaled CO(2) is measured in four directions at various distances from the head of the subject, and interpolated to create spatial heat maps of CO(2) concentration. Statistical analysis using the Friedman’s analysis of variance (ANOVA) test is carried out to determine the validity of the null hypotheses (i.e., distribution of the CO(2) is same) between different experiment conditions. Results suggest CO(2) concentrations vary little with the type of mask used; however, improper use of the face mask results in statistically different CO(2) spatial distribution of concentration. The use of low cost sensors with a visual interpolation tool could provide an effective method of demonstrating the importance of proper mask wearing to the public. MDPI 2021-09-16 /pmc/articles/PMC8472914/ /pubmed/34577411 http://dx.doi.org/10.3390/s21186204 Text en © 2021 by the authors. https://creativecommons.org/licenses/by/4.0/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 (https://creativecommons.org/licenses/by/4.0/).
spellingShingle Article
Salman, Naveed
Khan, Muhammad Waqas
Lim, Michael
Khan, Amir
Kemp, Andrew H.
Noakes, Catherine J.
Use of Multiple Low Cost Carbon Dioxide Sensors to Measure Exhaled Breath Distribution with Face Mask Type and Wearing Behaviour
title Use of Multiple Low Cost Carbon Dioxide Sensors to Measure Exhaled Breath Distribution with Face Mask Type and Wearing Behaviour
title_full Use of Multiple Low Cost Carbon Dioxide Sensors to Measure Exhaled Breath Distribution with Face Mask Type and Wearing Behaviour
title_fullStr Use of Multiple Low Cost Carbon Dioxide Sensors to Measure Exhaled Breath Distribution with Face Mask Type and Wearing Behaviour
title_full_unstemmed Use of Multiple Low Cost Carbon Dioxide Sensors to Measure Exhaled Breath Distribution with Face Mask Type and Wearing Behaviour
title_short Use of Multiple Low Cost Carbon Dioxide Sensors to Measure Exhaled Breath Distribution with Face Mask Type and Wearing Behaviour
title_sort use of multiple low cost carbon dioxide sensors to measure exhaled breath distribution with face mask type and wearing behaviour
topic Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8472914/
https://www.ncbi.nlm.nih.gov/pubmed/34577411
http://dx.doi.org/10.3390/s21186204
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