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A Simple Optical Aerosol Sensing Method of Sauter Mean Diameter for Particulate Matter Monitoring

Mass concentration is a commonly used but insufficient metric to evaluate the particulate matter (PM) exposure hazard. Recent studies have declared that small particles have more serious impacts on human health than big particles given the same mass concentration. However, state-of-the-art PM sensor...

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Autores principales: Li, Liangbo, Chen, Ang, Deng, Tian, Zeng, Jin, Xu, Feifan, Yan, Shu, Wang, Shu, Cheng, Wenqing, Zhu, Ming, Xu, Wenbo
Formato: Online Artículo Texto
Lenguaje:English
Publicado: MDPI 2022
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9312855/
https://www.ncbi.nlm.nih.gov/pubmed/35884239
http://dx.doi.org/10.3390/bios12070436
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author Li, Liangbo
Chen, Ang
Deng, Tian
Zeng, Jin
Xu, Feifan
Yan, Shu
Wang, Shu
Cheng, Wenqing
Zhu, Ming
Xu, Wenbo
author_facet Li, Liangbo
Chen, Ang
Deng, Tian
Zeng, Jin
Xu, Feifan
Yan, Shu
Wang, Shu
Cheng, Wenqing
Zhu, Ming
Xu, Wenbo
author_sort Li, Liangbo
collection PubMed
description Mass concentration is a commonly used but insufficient metric to evaluate the particulate matter (PM) exposure hazard. Recent studies have declared that small particles have more serious impacts on human health than big particles given the same mass concentration. However, state-of-the-art PM sensors cannot provide explicit information of the particle size for further analysis. In this work, we adopt Sauter mean diameter (SMD) as a key metric to reflect the particle size besides the mass concentration. To measure SMD, an effective optical sensing method and a proof-of-concept prototype sensor are proposed by using dual wavelengths technology. In the proposed method, a non-linear conversion model is developed to improve the SMD measurement accuracy for aerosol samples of different particle size distributions and reflective indices based on multiple scattering channels. In the experiment of Di-Ethyl-Hexyl-Sebacate (DEHS) aerosols, the outputs of our prototype sensor demonstrated a good agreement with existing laboratory reference instruments with maximum SMD measurement error down to 7.04%. Furthermore, the simplicity, feasibility and low-cost features of this new method present great potential for distributed PM monitoring, to support sophisticated human exposure hazard assessment.
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spelling pubmed-93128552022-07-26 A Simple Optical Aerosol Sensing Method of Sauter Mean Diameter for Particulate Matter Monitoring Li, Liangbo Chen, Ang Deng, Tian Zeng, Jin Xu, Feifan Yan, Shu Wang, Shu Cheng, Wenqing Zhu, Ming Xu, Wenbo Biosensors (Basel) Article Mass concentration is a commonly used but insufficient metric to evaluate the particulate matter (PM) exposure hazard. Recent studies have declared that small particles have more serious impacts on human health than big particles given the same mass concentration. However, state-of-the-art PM sensors cannot provide explicit information of the particle size for further analysis. In this work, we adopt Sauter mean diameter (SMD) as a key metric to reflect the particle size besides the mass concentration. To measure SMD, an effective optical sensing method and a proof-of-concept prototype sensor are proposed by using dual wavelengths technology. In the proposed method, a non-linear conversion model is developed to improve the SMD measurement accuracy for aerosol samples of different particle size distributions and reflective indices based on multiple scattering channels. In the experiment of Di-Ethyl-Hexyl-Sebacate (DEHS) aerosols, the outputs of our prototype sensor demonstrated a good agreement with existing laboratory reference instruments with maximum SMD measurement error down to 7.04%. Furthermore, the simplicity, feasibility and low-cost features of this new method present great potential for distributed PM monitoring, to support sophisticated human exposure hazard assessment. MDPI 2022-06-21 /pmc/articles/PMC9312855/ /pubmed/35884239 http://dx.doi.org/10.3390/bios12070436 Text en © 2022 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
Li, Liangbo
Chen, Ang
Deng, Tian
Zeng, Jin
Xu, Feifan
Yan, Shu
Wang, Shu
Cheng, Wenqing
Zhu, Ming
Xu, Wenbo
A Simple Optical Aerosol Sensing Method of Sauter Mean Diameter for Particulate Matter Monitoring
title A Simple Optical Aerosol Sensing Method of Sauter Mean Diameter for Particulate Matter Monitoring
title_full A Simple Optical Aerosol Sensing Method of Sauter Mean Diameter for Particulate Matter Monitoring
title_fullStr A Simple Optical Aerosol Sensing Method of Sauter Mean Diameter for Particulate Matter Monitoring
title_full_unstemmed A Simple Optical Aerosol Sensing Method of Sauter Mean Diameter for Particulate Matter Monitoring
title_short A Simple Optical Aerosol Sensing Method of Sauter Mean Diameter for Particulate Matter Monitoring
title_sort simple optical aerosol sensing method of sauter mean diameter for particulate matter monitoring
topic Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9312855/
https://www.ncbi.nlm.nih.gov/pubmed/35884239
http://dx.doi.org/10.3390/bios12070436
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