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Spectral filtering method for improvement of detection accuracy of Mg, Cu, Mn and Cr elements in aluminum alloys using femtosecond LIBS

In this work, magnesium (Mg), copper (Cu), manganese (Mn) and chromium (Cr) in aluminum alloy samples were quantified by femtosecond laser-induced breakdown spectroscopy (fs-LIBS). The different parameters affecting the experimental results, including the laser pulse energy, moving speed of the 2D p...

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Autores principales: Yao, Jieqi, Yang, Qi, He, Xiaoyong, Li, Jiale, Ling, Dongxiong, Wei, Dongshan, Liao, Yipeng
Formato: Online Artículo Texto
Lenguaje:English
Publicado: The Royal Society of Chemistry 2022
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9647534/
https://www.ncbi.nlm.nih.gov/pubmed/36425727
http://dx.doi.org/10.1039/d2ra05792a
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author Yao, Jieqi
Yang, Qi
He, Xiaoyong
Li, Jiale
Ling, Dongxiong
Wei, Dongshan
Liao, Yipeng
author_facet Yao, Jieqi
Yang, Qi
He, Xiaoyong
Li, Jiale
Ling, Dongxiong
Wei, Dongshan
Liao, Yipeng
author_sort Yao, Jieqi
collection PubMed
description In this work, magnesium (Mg), copper (Cu), manganese (Mn) and chromium (Cr) in aluminum alloy samples were quantified by femtosecond laser-induced breakdown spectroscopy (fs-LIBS). The different parameters affecting the experimental results, including the laser pulse energy, moving speed of the 2D platform and spectral average number were optimized. The background signal preprocessing methods of median filtering (MF corrected) and Savitzky–Golay filtering (SG corrected) algorithms were used and the effect of the LIBS spectral analysis in the experiment investigated. The calibration curves of Mg, Cu, Mn and Cr elements were established separately and their corresponding detection limits (LODs) were calculated. After background correction, the LODs of Mg, Cu, Mn and Cr elements in MF corrected were 54.52, 11.69, 7.33 and 27.72 ppm, and in SG corrected were 59.15, 17.48, 14.75 and 31.97 ppm. The LODs of these elements in MF corrected and SG corrected have 1.4–5.2 and 1.2–2.5 improvement factors compared to those obtained using the fs-LIBS technique. This work demonstrates that background signal preprocessing methods are very helpful for improving analytical sensitivity and accuracy in quantitative analyses of aluminum alloys.
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spelling pubmed-96475342022-11-23 Spectral filtering method for improvement of detection accuracy of Mg, Cu, Mn and Cr elements in aluminum alloys using femtosecond LIBS Yao, Jieqi Yang, Qi He, Xiaoyong Li, Jiale Ling, Dongxiong Wei, Dongshan Liao, Yipeng RSC Adv Chemistry In this work, magnesium (Mg), copper (Cu), manganese (Mn) and chromium (Cr) in aluminum alloy samples were quantified by femtosecond laser-induced breakdown spectroscopy (fs-LIBS). The different parameters affecting the experimental results, including the laser pulse energy, moving speed of the 2D platform and spectral average number were optimized. The background signal preprocessing methods of median filtering (MF corrected) and Savitzky–Golay filtering (SG corrected) algorithms were used and the effect of the LIBS spectral analysis in the experiment investigated. The calibration curves of Mg, Cu, Mn and Cr elements were established separately and their corresponding detection limits (LODs) were calculated. After background correction, the LODs of Mg, Cu, Mn and Cr elements in MF corrected were 54.52, 11.69, 7.33 and 27.72 ppm, and in SG corrected were 59.15, 17.48, 14.75 and 31.97 ppm. The LODs of these elements in MF corrected and SG corrected have 1.4–5.2 and 1.2–2.5 improvement factors compared to those obtained using the fs-LIBS technique. This work demonstrates that background signal preprocessing methods are very helpful for improving analytical sensitivity and accuracy in quantitative analyses of aluminum alloys. The Royal Society of Chemistry 2022-11-10 /pmc/articles/PMC9647534/ /pubmed/36425727 http://dx.doi.org/10.1039/d2ra05792a Text en This journal is © The Royal Society of Chemistry https://creativecommons.org/licenses/by-nc/3.0/
spellingShingle Chemistry
Yao, Jieqi
Yang, Qi
He, Xiaoyong
Li, Jiale
Ling, Dongxiong
Wei, Dongshan
Liao, Yipeng
Spectral filtering method for improvement of detection accuracy of Mg, Cu, Mn and Cr elements in aluminum alloys using femtosecond LIBS
title Spectral filtering method for improvement of detection accuracy of Mg, Cu, Mn and Cr elements in aluminum alloys using femtosecond LIBS
title_full Spectral filtering method for improvement of detection accuracy of Mg, Cu, Mn and Cr elements in aluminum alloys using femtosecond LIBS
title_fullStr Spectral filtering method for improvement of detection accuracy of Mg, Cu, Mn and Cr elements in aluminum alloys using femtosecond LIBS
title_full_unstemmed Spectral filtering method for improvement of detection accuracy of Mg, Cu, Mn and Cr elements in aluminum alloys using femtosecond LIBS
title_short Spectral filtering method for improvement of detection accuracy of Mg, Cu, Mn and Cr elements in aluminum alloys using femtosecond LIBS
title_sort spectral filtering method for improvement of detection accuracy of mg, cu, mn and cr elements in aluminum alloys using femtosecond libs
topic Chemistry
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9647534/
https://www.ncbi.nlm.nih.gov/pubmed/36425727
http://dx.doi.org/10.1039/d2ra05792a
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