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Enhanced Ambient Sensing Environment—A New Method for Calibrating Low-Cost Gas Sensors

Accurate calibration of low-cost gas sensors is, at present, a time consuming and difficult process. Laboratory calibration and field calibration methods are currently used, but laboratory calibration is generally discounted due to poor transferability, and field methods requiring several weeks are...

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Autores principales: Russell, Hugo Savill, Frederickson, Louise Bøge, Kwiatkowski, Szymon, Emygdio, Ana Paula Mendes, Kumar, Prashant, Schmidt, Johan Albrecht, Hertel, Ole, Johnson, Matthew Stanley
Formato: Online Artículo Texto
Lenguaje:English
Publicado: MDPI 2022
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9571921/
https://www.ncbi.nlm.nih.gov/pubmed/36236337
http://dx.doi.org/10.3390/s22197238
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author Russell, Hugo Savill
Frederickson, Louise Bøge
Kwiatkowski, Szymon
Emygdio, Ana Paula Mendes
Kumar, Prashant
Schmidt, Johan Albrecht
Hertel, Ole
Johnson, Matthew Stanley
author_facet Russell, Hugo Savill
Frederickson, Louise Bøge
Kwiatkowski, Szymon
Emygdio, Ana Paula Mendes
Kumar, Prashant
Schmidt, Johan Albrecht
Hertel, Ole
Johnson, Matthew Stanley
author_sort Russell, Hugo Savill
collection PubMed
description Accurate calibration of low-cost gas sensors is, at present, a time consuming and difficult process. Laboratory calibration and field calibration methods are currently used, but laboratory calibration is generally discounted due to poor transferability, and field methods requiring several weeks are standard. The Enhanced Ambient Sensing Environment (EASE) method described in this article, is a hybrid of the two, combining the advantages of a laboratory calibration with the increased accuracy of a field calibration. It involves calibrating sensors inside a duct, drawing in ambient air with similar properties to the site where the sensors will operate, but with the added feature of being able to artificially increases or decrease pollutant levels, thus condensing the calibration period required. Calibration of both metal-oxide (MOx) and electrochemical (EC) gas sensors for the measurement of NO(2) and O(3) (0–120 ppb) were conducted in EASE, laboratory and field environments, and validated in field environments. The EC sensors performed marginally better than MOx sensors for NO(2) measurement and sensor performance was similar for O(3) measurement, but the EC sensor nodes had less node inter-node variability and were more robust. For both gasses and sensor types the EASE calibration outperformed the laboratory calibration, and performed similarly to or better than the field calibration, whilst requiring a fraction of the time.
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spelling pubmed-95719212022-10-17 Enhanced Ambient Sensing Environment—A New Method for Calibrating Low-Cost Gas Sensors Russell, Hugo Savill Frederickson, Louise Bøge Kwiatkowski, Szymon Emygdio, Ana Paula Mendes Kumar, Prashant Schmidt, Johan Albrecht Hertel, Ole Johnson, Matthew Stanley Sensors (Basel) Article Accurate calibration of low-cost gas sensors is, at present, a time consuming and difficult process. Laboratory calibration and field calibration methods are currently used, but laboratory calibration is generally discounted due to poor transferability, and field methods requiring several weeks are standard. The Enhanced Ambient Sensing Environment (EASE) method described in this article, is a hybrid of the two, combining the advantages of a laboratory calibration with the increased accuracy of a field calibration. It involves calibrating sensors inside a duct, drawing in ambient air with similar properties to the site where the sensors will operate, but with the added feature of being able to artificially increases or decrease pollutant levels, thus condensing the calibration period required. Calibration of both metal-oxide (MOx) and electrochemical (EC) gas sensors for the measurement of NO(2) and O(3) (0–120 ppb) were conducted in EASE, laboratory and field environments, and validated in field environments. The EC sensors performed marginally better than MOx sensors for NO(2) measurement and sensor performance was similar for O(3) measurement, but the EC sensor nodes had less node inter-node variability and were more robust. For both gasses and sensor types the EASE calibration outperformed the laboratory calibration, and performed similarly to or better than the field calibration, whilst requiring a fraction of the time. MDPI 2022-09-24 /pmc/articles/PMC9571921/ /pubmed/36236337 http://dx.doi.org/10.3390/s22197238 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
Russell, Hugo Savill
Frederickson, Louise Bøge
Kwiatkowski, Szymon
Emygdio, Ana Paula Mendes
Kumar, Prashant
Schmidt, Johan Albrecht
Hertel, Ole
Johnson, Matthew Stanley
Enhanced Ambient Sensing Environment—A New Method for Calibrating Low-Cost Gas Sensors
title Enhanced Ambient Sensing Environment—A New Method for Calibrating Low-Cost Gas Sensors
title_full Enhanced Ambient Sensing Environment—A New Method for Calibrating Low-Cost Gas Sensors
title_fullStr Enhanced Ambient Sensing Environment—A New Method for Calibrating Low-Cost Gas Sensors
title_full_unstemmed Enhanced Ambient Sensing Environment—A New Method for Calibrating Low-Cost Gas Sensors
title_short Enhanced Ambient Sensing Environment—A New Method for Calibrating Low-Cost Gas Sensors
title_sort enhanced ambient sensing environment—a new method for calibrating low-cost gas sensors
topic Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9571921/
https://www.ncbi.nlm.nih.gov/pubmed/36236337
http://dx.doi.org/10.3390/s22197238
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