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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...
Autores principales: | , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
MDPI
2022
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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. |
format | Online Article Text |
id | pubmed-9573081 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2022 |
publisher | MDPI |
record_format | MEDLINE/PubMed |
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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