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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...
Autores principales: | , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
MDPI
2017
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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. |
format | Online Article Text |
id | pubmed-5677235 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2017 |
publisher | MDPI |
record_format | MEDLINE/PubMed |
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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