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Calibration of Quartz-Enhanced Photoacoustic Sensors for Real-Life Adaptation

We report on the use of quartz-enhanced photoacoustic spectroscopy for continuous carbon-dioxide measurements in humid air over a period of six days. The presence of water molecules alters the relaxation rate of the target molecules and thus the amplitude of the photoacoustic signal. Prior to the me...

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Detalles Bibliográficos
Autores principales: Christensen, Jesper B., Balslev-Harder, David, Nielsen, Lars, Petersen, Jan C., Lassen, Mikael
Formato: Online Artículo Texto
Lenguaje:English
Publicado: MDPI 2021
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7865643/
https://www.ncbi.nlm.nih.gov/pubmed/33503854
http://dx.doi.org/10.3390/molecules26030609
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author Christensen, Jesper B.
Balslev-Harder, David
Nielsen, Lars
Petersen, Jan C.
Lassen, Mikael
author_facet Christensen, Jesper B.
Balslev-Harder, David
Nielsen, Lars
Petersen, Jan C.
Lassen, Mikael
author_sort Christensen, Jesper B.
collection PubMed
description We report on the use of quartz-enhanced photoacoustic spectroscopy for continuous carbon-dioxide measurements in humid air over a period of six days. The presence of water molecules alters the relaxation rate of the target molecules and thus the amplitude of the photoacoustic signal. Prior to the measurements, the photoacoustic sensor system was pre-calibrated using CO(2) mole fractions in the range of 0–10(−3) (0–1000 ppm) and at different relative humidities between 0% and 45%, while assuming a model hypothesis that allowed the photoacoustic signal to be perturbed linearly by H(2)O content. This calibration technique was compared against an alternative learning-based method, where sensor data from the first two days of the six-day period were used for self-calibration. A commercial non-dispersive infrared sensor was used as a CO(2) reference sensor and provided the benchmark for the two calibration procedures. In our case, the self-calibrated method proved to be both more accurate and precise.
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spelling pubmed-78656432021-02-07 Calibration of Quartz-Enhanced Photoacoustic Sensors for Real-Life Adaptation Christensen, Jesper B. Balslev-Harder, David Nielsen, Lars Petersen, Jan C. Lassen, Mikael Molecules Article We report on the use of quartz-enhanced photoacoustic spectroscopy for continuous carbon-dioxide measurements in humid air over a period of six days. The presence of water molecules alters the relaxation rate of the target molecules and thus the amplitude of the photoacoustic signal. Prior to the measurements, the photoacoustic sensor system was pre-calibrated using CO(2) mole fractions in the range of 0–10(−3) (0–1000 ppm) and at different relative humidities between 0% and 45%, while assuming a model hypothesis that allowed the photoacoustic signal to be perturbed linearly by H(2)O content. This calibration technique was compared against an alternative learning-based method, where sensor data from the first two days of the six-day period were used for self-calibration. A commercial non-dispersive infrared sensor was used as a CO(2) reference sensor and provided the benchmark for the two calibration procedures. In our case, the self-calibrated method proved to be both more accurate and precise. MDPI 2021-01-25 /pmc/articles/PMC7865643/ /pubmed/33503854 http://dx.doi.org/10.3390/molecules26030609 Text en © 2021 by the authors. 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 (http://creativecommons.org/licenses/by/4.0/).
spellingShingle Article
Christensen, Jesper B.
Balslev-Harder, David
Nielsen, Lars
Petersen, Jan C.
Lassen, Mikael
Calibration of Quartz-Enhanced Photoacoustic Sensors for Real-Life Adaptation
title Calibration of Quartz-Enhanced Photoacoustic Sensors for Real-Life Adaptation
title_full Calibration of Quartz-Enhanced Photoacoustic Sensors for Real-Life Adaptation
title_fullStr Calibration of Quartz-Enhanced Photoacoustic Sensors for Real-Life Adaptation
title_full_unstemmed Calibration of Quartz-Enhanced Photoacoustic Sensors for Real-Life Adaptation
title_short Calibration of Quartz-Enhanced Photoacoustic Sensors for Real-Life Adaptation
title_sort calibration of quartz-enhanced photoacoustic sensors for real-life adaptation
topic Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7865643/
https://www.ncbi.nlm.nih.gov/pubmed/33503854
http://dx.doi.org/10.3390/molecules26030609
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