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Standoff Detection and Identification of Liquid Chemicals on a Reflective Substrate Using a Wavelength-Tunable Quantum Cascade Laser

Standoff chemical detection and identification techniques are necessary for ensuring safe exposure to dangerous substances. Molecular fingerprints of unknown chemicals can be measured using wavelength-tunable quantum cascade lasers operating in long-wavelength infrared. In this work, we present a me...

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Detalles Bibliográficos
Autores principales: Park, Seongjin, Son, Jeongwoo, Yu, Jaeyeon, Lee, Jongwon
Formato: Online Artículo Texto
Lenguaje:English
Publicado: MDPI 2022
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9101575/
https://www.ncbi.nlm.nih.gov/pubmed/35590860
http://dx.doi.org/10.3390/s22093172
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author Park, Seongjin
Son, Jeongwoo
Yu, Jaeyeon
Lee, Jongwon
author_facet Park, Seongjin
Son, Jeongwoo
Yu, Jaeyeon
Lee, Jongwon
author_sort Park, Seongjin
collection PubMed
description Standoff chemical detection and identification techniques are necessary for ensuring safe exposure to dangerous substances. Molecular fingerprints of unknown chemicals can be measured using wavelength-tunable quantum cascade lasers operating in long-wavelength infrared. In this work, we present a method that can identify liquid chemicals on a reflective substrate via diffuse reflection spectra measurement from 50 cm away and multiple nonlinear regression analysis. Experimental measurements and numerical analyses were conducted for different chemical surface densities and angles of light incidence using diethyl phthalate (DEP) and dimethyl methylphosphonate (DMMP). Candidate substances can be classified using a deep learning model to reduce analysis time.
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spelling pubmed-91015752022-05-14 Standoff Detection and Identification of Liquid Chemicals on a Reflective Substrate Using a Wavelength-Tunable Quantum Cascade Laser Park, Seongjin Son, Jeongwoo Yu, Jaeyeon Lee, Jongwon Sensors (Basel) Article Standoff chemical detection and identification techniques are necessary for ensuring safe exposure to dangerous substances. Molecular fingerprints of unknown chemicals can be measured using wavelength-tunable quantum cascade lasers operating in long-wavelength infrared. In this work, we present a method that can identify liquid chemicals on a reflective substrate via diffuse reflection spectra measurement from 50 cm away and multiple nonlinear regression analysis. Experimental measurements and numerical analyses were conducted for different chemical surface densities and angles of light incidence using diethyl phthalate (DEP) and dimethyl methylphosphonate (DMMP). Candidate substances can be classified using a deep learning model to reduce analysis time. MDPI 2022-04-21 /pmc/articles/PMC9101575/ /pubmed/35590860 http://dx.doi.org/10.3390/s22093172 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
Park, Seongjin
Son, Jeongwoo
Yu, Jaeyeon
Lee, Jongwon
Standoff Detection and Identification of Liquid Chemicals on a Reflective Substrate Using a Wavelength-Tunable Quantum Cascade Laser
title Standoff Detection and Identification of Liquid Chemicals on a Reflective Substrate Using a Wavelength-Tunable Quantum Cascade Laser
title_full Standoff Detection and Identification of Liquid Chemicals on a Reflective Substrate Using a Wavelength-Tunable Quantum Cascade Laser
title_fullStr Standoff Detection and Identification of Liquid Chemicals on a Reflective Substrate Using a Wavelength-Tunable Quantum Cascade Laser
title_full_unstemmed Standoff Detection and Identification of Liquid Chemicals on a Reflective Substrate Using a Wavelength-Tunable Quantum Cascade Laser
title_short Standoff Detection and Identification of Liquid Chemicals on a Reflective Substrate Using a Wavelength-Tunable Quantum Cascade Laser
title_sort standoff detection and identification of liquid chemicals on a reflective substrate using a wavelength-tunable quantum cascade laser
topic Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9101575/
https://www.ncbi.nlm.nih.gov/pubmed/35590860
http://dx.doi.org/10.3390/s22093172
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