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An Improved WMS-2f/1f Spectral Fitting Method Using Orthogonal Test in Initial Parameters Selection

This paper proposes an improved wavelength modulation spectroscopy with the 2nd harmonics normalized by the 1st harmonics (WMS-2f/1f) spectral fitting method using the orthogonal test in selection of the initial parameters. The method is implemented and validated experimentally in measurement of the...

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Detalles Bibliográficos
Autores principales: Luo, Liezhao, Li, Ting, Deng, Jiangge, Zhao, Runzhou, Wang, Jinkui
Formato: Online Artículo Texto
Lenguaje:English
Publicado: MDPI 2022
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9573081/
https://www.ncbi.nlm.nih.gov/pubmed/36236529
http://dx.doi.org/10.3390/s22197430
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author Luo, Liezhao
Li, Ting
Deng, Jiangge
Zhao, Runzhou
Wang, Jinkui
author_facet Luo, Liezhao
Li, Ting
Deng, Jiangge
Zhao, Runzhou
Wang, Jinkui
author_sort Luo, Liezhao
collection PubMed
description This paper proposes an improved wavelength modulation spectroscopy with the 2nd harmonics normalized by the 1st harmonics (WMS-2f/1f) spectral fitting method using the orthogonal test in selection of the initial parameters. The method is implemented and validated experimentally in measurement of the temperature of diluted H(2)O in air (1 atm, 291K, 0.7%) by the WMS-2f/1f technique. The transition center wavelength targets near 1344 nm. Results demonstrate that the sum-square-error (SSE) between the calculated and measured WMS-2f/1f spectral profiles decreases significantly within given updating times when the optimized initial parameters are used. Compared to the conventional method, the optimized initial parameters can make the fitting routine converge more efficiently. The temperature of the vapor inferred from the proposed spectral fitting method are in good agreement with the true values.
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spelling pubmed-95730812022-10-17 An Improved WMS-2f/1f Spectral Fitting Method Using Orthogonal Test in Initial Parameters Selection Luo, Liezhao Li, Ting Deng, Jiangge Zhao, Runzhou Wang, Jinkui Sensors (Basel) Article This paper proposes an improved wavelength modulation spectroscopy with the 2nd harmonics normalized by the 1st harmonics (WMS-2f/1f) spectral fitting method using the orthogonal test in selection of the initial parameters. The method is implemented and validated experimentally in measurement of the temperature of diluted H(2)O in air (1 atm, 291K, 0.7%) by the WMS-2f/1f technique. The transition center wavelength targets near 1344 nm. Results demonstrate that the sum-square-error (SSE) between the calculated and measured WMS-2f/1f spectral profiles decreases significantly within given updating times when the optimized initial parameters are used. Compared to the conventional method, the optimized initial parameters can make the fitting routine converge more efficiently. The temperature of the vapor inferred from the proposed spectral fitting method are in good agreement with the true values. MDPI 2022-09-30 /pmc/articles/PMC9573081/ /pubmed/36236529 http://dx.doi.org/10.3390/s22197430 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
Luo, Liezhao
Li, Ting
Deng, Jiangge
Zhao, Runzhou
Wang, Jinkui
An Improved WMS-2f/1f Spectral Fitting Method Using Orthogonal Test in Initial Parameters Selection
title An Improved WMS-2f/1f Spectral Fitting Method Using Orthogonal Test in Initial Parameters Selection
title_full An Improved WMS-2f/1f Spectral Fitting Method Using Orthogonal Test in Initial Parameters Selection
title_fullStr An Improved WMS-2f/1f Spectral Fitting Method Using Orthogonal Test in Initial Parameters Selection
title_full_unstemmed An Improved WMS-2f/1f Spectral Fitting Method Using Orthogonal Test in Initial Parameters Selection
title_short An Improved WMS-2f/1f Spectral Fitting Method Using Orthogonal Test in Initial Parameters Selection
title_sort improved wms-2f/1f spectral fitting method using orthogonal test in initial parameters selection
topic Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9573081/
https://www.ncbi.nlm.nih.gov/pubmed/36236529
http://dx.doi.org/10.3390/s22197430
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