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Determination of Odour Interactions of Three-Component Gas Mixtures Using an Electronic Nose

The paper presents an application of an electronic nose prototype comprised of six TGS-type sensors and one PID-type sensor to identify odour interaction phenomena in odorous three-component mixtures. The investigation encompassed eight odorous mixtures—toluene-acetone-triethylamine and formaldehyde...

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Autores principales: Szulczyński, Bartosz, Namieśnik, Jacek, Gębicki, Jacek
Formato: Online Artículo Texto
Lenguaje:English
Publicado: MDPI 2017
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5677235/
https://www.ncbi.nlm.nih.gov/pubmed/29057811
http://dx.doi.org/10.3390/s17102380
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author Szulczyński, Bartosz
Namieśnik, Jacek
Gębicki, Jacek
author_facet Szulczyński, Bartosz
Namieśnik, Jacek
Gębicki, Jacek
author_sort Szulczyński, Bartosz
collection PubMed
description The paper presents an application of an electronic nose prototype comprised of six TGS-type sensors and one PID-type sensor to identify odour interaction phenomena in odorous three-component mixtures. The investigation encompassed eight odorous mixtures—toluene-acetone-triethylamine and formaldehyde-butyric acid-pinene—characterized by different odour intensity and hedonic tone. A principal component regression (PCR) calibration model was used for evaluation of predicted odour intensity and hedonic tone. Correctness of identification of odour interactions in the odorous three-component mixtures was determined based on the results obtained with the electronic nose. The results indicated a level of 75–80% for odour intensity and 57–73% for hedonic tone. The average root mean square error of prediction amounted to 0.03–0.06 for odour intensity determination and 0.07–0.34 for hedonic tone evaluation of the odorous three-component mixtures.
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spelling pubmed-56772352017-11-17 Determination of Odour Interactions of Three-Component Gas Mixtures Using an Electronic Nose Szulczyński, Bartosz Namieśnik, Jacek Gębicki, Jacek Sensors (Basel) Article The paper presents an application of an electronic nose prototype comprised of six TGS-type sensors and one PID-type sensor to identify odour interaction phenomena in odorous three-component mixtures. The investigation encompassed eight odorous mixtures—toluene-acetone-triethylamine and formaldehyde-butyric acid-pinene—characterized by different odour intensity and hedonic tone. A principal component regression (PCR) calibration model was used for evaluation of predicted odour intensity and hedonic tone. Correctness of identification of odour interactions in the odorous three-component mixtures was determined based on the results obtained with the electronic nose. The results indicated a level of 75–80% for odour intensity and 57–73% for hedonic tone. The average root mean square error of prediction amounted to 0.03–0.06 for odour intensity determination and 0.07–0.34 for hedonic tone evaluation of the odorous three-component mixtures. MDPI 2017-10-18 /pmc/articles/PMC5677235/ /pubmed/29057811 http://dx.doi.org/10.3390/s17102380 Text en © 2017 by the authors. 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 (http://creativecommons.org/licenses/by/4.0/).
spellingShingle Article
Szulczyński, Bartosz
Namieśnik, Jacek
Gębicki, Jacek
Determination of Odour Interactions of Three-Component Gas Mixtures Using an Electronic Nose
title Determination of Odour Interactions of Three-Component Gas Mixtures Using an Electronic Nose
title_full Determination of Odour Interactions of Three-Component Gas Mixtures Using an Electronic Nose
title_fullStr Determination of Odour Interactions of Three-Component Gas Mixtures Using an Electronic Nose
title_full_unstemmed Determination of Odour Interactions of Three-Component Gas Mixtures Using an Electronic Nose
title_short Determination of Odour Interactions of Three-Component Gas Mixtures Using an Electronic Nose
title_sort determination of odour interactions of three-component gas mixtures using an electronic nose
topic Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5677235/
https://www.ncbi.nlm.nih.gov/pubmed/29057811
http://dx.doi.org/10.3390/s17102380
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