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Reliability of Aerosol Jet Printed Fluorescence Quenching Sensor Arrays for the Identification and Quantification of Explosive Vapors

[Image: see text] One of the primary challenges in explosive detection using fluorescence quenching is the identification and quantification of detected targets. In this work, we explore the reliability of aerosol jet printed sensor arrays for the discrimination of nitroaromatic traces using linear...

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Autores principales: Bolse, Nico, Eckstein, Ralph, Habermehl, Anne, Hernandez-Sosa, Gerardo, Eschenbaum, Carsten, Lemmer, Uli
Formato: Online Artículo Texto
Lenguaje:English
Publicado: American Chemical Society 2017
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6645289/
https://www.ncbi.nlm.nih.gov/pubmed/31457251
http://dx.doi.org/10.1021/acsomega.7b01263
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author Bolse, Nico
Eckstein, Ralph
Habermehl, Anne
Hernandez-Sosa, Gerardo
Eschenbaum, Carsten
Lemmer, Uli
author_facet Bolse, Nico
Eckstein, Ralph
Habermehl, Anne
Hernandez-Sosa, Gerardo
Eschenbaum, Carsten
Lemmer, Uli
author_sort Bolse, Nico
collection PubMed
description [Image: see text] One of the primary challenges in explosive detection using fluorescence quenching is the identification and quantification of detected targets. In this work, we explore the reliability of aerosol jet printed sensor arrays for the discrimination of nitroaromatic traces using linear discriminant analysis (LDA). We varied the amount of the deposited material by controlling the printer’s shutter to investigate the impact on the detection reliability. For a twofold variation of the amount of the deposited material, we report excellent classification rates between 81 and 96% for the discrimination of nitrobenzene, 1,3-dinitrobenzene, and 2,4-dinitrotoluene at 1, 3, and 10 parts per billion in air, respectively. Our results close to the detection limits indicate a remarkable identification and quantification of explosive trace vapors because of high control of the printing process. This work demonstrates the high potential of digitally printed fluorescence quenching sensor arrays and the excellent capabilities of LDA as a simple supervised statistical learning technique.
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spelling pubmed-66452892019-08-27 Reliability of Aerosol Jet Printed Fluorescence Quenching Sensor Arrays for the Identification and Quantification of Explosive Vapors Bolse, Nico Eckstein, Ralph Habermehl, Anne Hernandez-Sosa, Gerardo Eschenbaum, Carsten Lemmer, Uli ACS Omega [Image: see text] One of the primary challenges in explosive detection using fluorescence quenching is the identification and quantification of detected targets. In this work, we explore the reliability of aerosol jet printed sensor arrays for the discrimination of nitroaromatic traces using linear discriminant analysis (LDA). We varied the amount of the deposited material by controlling the printer’s shutter to investigate the impact on the detection reliability. For a twofold variation of the amount of the deposited material, we report excellent classification rates between 81 and 96% for the discrimination of nitrobenzene, 1,3-dinitrobenzene, and 2,4-dinitrotoluene at 1, 3, and 10 parts per billion in air, respectively. Our results close to the detection limits indicate a remarkable identification and quantification of explosive trace vapors because of high control of the printing process. This work demonstrates the high potential of digitally printed fluorescence quenching sensor arrays and the excellent capabilities of LDA as a simple supervised statistical learning technique. American Chemical Society 2017-10-09 /pmc/articles/PMC6645289/ /pubmed/31457251 http://dx.doi.org/10.1021/acsomega.7b01263 Text en Copyright © 2017 American Chemical Society This is an open access article published under an ACS AuthorChoice License (http://pubs.acs.org/page/policy/authorchoice_termsofuse.html) , which permits copying and redistribution of the article or any adaptations for non-commercial purposes.
spellingShingle Bolse, Nico
Eckstein, Ralph
Habermehl, Anne
Hernandez-Sosa, Gerardo
Eschenbaum, Carsten
Lemmer, Uli
Reliability of Aerosol Jet Printed Fluorescence Quenching Sensor Arrays for the Identification and Quantification of Explosive Vapors
title Reliability of Aerosol Jet Printed Fluorescence Quenching Sensor Arrays for the Identification and Quantification of Explosive Vapors
title_full Reliability of Aerosol Jet Printed Fluorescence Quenching Sensor Arrays for the Identification and Quantification of Explosive Vapors
title_fullStr Reliability of Aerosol Jet Printed Fluorescence Quenching Sensor Arrays for the Identification and Quantification of Explosive Vapors
title_full_unstemmed Reliability of Aerosol Jet Printed Fluorescence Quenching Sensor Arrays for the Identification and Quantification of Explosive Vapors
title_short Reliability of Aerosol Jet Printed Fluorescence Quenching Sensor Arrays for the Identification and Quantification of Explosive Vapors
title_sort reliability of aerosol jet printed fluorescence quenching sensor arrays for the identification and quantification of explosive vapors
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6645289/
https://www.ncbi.nlm.nih.gov/pubmed/31457251
http://dx.doi.org/10.1021/acsomega.7b01263
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