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Electronic Nose Based on Temperature Modulation of MOS Sensors for Recognition of Excessive Methanol in Liquors
[Image: see text] An electronic nose based on metal oxide semiconductor (MOS) sensors has been used to identify liquors with excessive methanol. The technique for a square wave temperature modulated MOS sensor was applied to generate the response patterns and a back-propagation neural network was us...
Autores principales: | , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
American Chemical Society
2021
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Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8600621/ https://www.ncbi.nlm.nih.gov/pubmed/34805688 http://dx.doi.org/10.1021/acsomega.1c04350 |
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author | Liu, Huabin Wu, Ruijie Guo, Qianyu Hua, Zhongqiu Wu, Yi |
author_facet | Liu, Huabin Wu, Ruijie Guo, Qianyu Hua, Zhongqiu Wu, Yi |
author_sort | Liu, Huabin |
collection | PubMed |
description | [Image: see text] An electronic nose based on metal oxide semiconductor (MOS) sensors has been used to identify liquors with excessive methanol. The technique for a square wave temperature modulated MOS sensor was applied to generate the response patterns and a back-propagation neural network was used for pattern recognition. The parameters of temperature modulation were optimized according to the difference in response features of target gases (methanol and ethanol). Liquors with excessive methanol were qualitatively and quantitatively identified by the neural network. The results showed that our electronic nose system could well identify the liquors with excessive methanol with more than 92% accuracy. This electronic nose based on temperature modulation is a promising portable adjunct to other available techniques for quality assurance of liquors and other alcoholic beverages. |
format | Online Article Text |
id | pubmed-8600621 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2021 |
publisher | American Chemical Society |
record_format | MEDLINE/PubMed |
spelling | pubmed-86006212021-11-19 Electronic Nose Based on Temperature Modulation of MOS Sensors for Recognition of Excessive Methanol in Liquors Liu, Huabin Wu, Ruijie Guo, Qianyu Hua, Zhongqiu Wu, Yi ACS Omega [Image: see text] An electronic nose based on metal oxide semiconductor (MOS) sensors has been used to identify liquors with excessive methanol. The technique for a square wave temperature modulated MOS sensor was applied to generate the response patterns and a back-propagation neural network was used for pattern recognition. The parameters of temperature modulation were optimized according to the difference in response features of target gases (methanol and ethanol). Liquors with excessive methanol were qualitatively and quantitatively identified by the neural network. The results showed that our electronic nose system could well identify the liquors with excessive methanol with more than 92% accuracy. This electronic nose based on temperature modulation is a promising portable adjunct to other available techniques for quality assurance of liquors and other alcoholic beverages. American Chemical Society 2021-11-05 /pmc/articles/PMC8600621/ /pubmed/34805688 http://dx.doi.org/10.1021/acsomega.1c04350 Text en © 2021 The Authors. Published by American Chemical Society https://creativecommons.org/licenses/by-nc-nd/4.0/Permits non-commercial access and re-use, provided that author attribution and integrity are maintained; but does not permit creation of adaptations or other derivative works (https://creativecommons.org/licenses/by-nc-nd/4.0/). |
spellingShingle | Liu, Huabin Wu, Ruijie Guo, Qianyu Hua, Zhongqiu Wu, Yi Electronic Nose Based on Temperature Modulation of MOS Sensors for Recognition of Excessive Methanol in Liquors |
title | Electronic Nose Based on Temperature Modulation of
MOS Sensors for Recognition of Excessive Methanol in Liquors |
title_full | Electronic Nose Based on Temperature Modulation of
MOS Sensors for Recognition of Excessive Methanol in Liquors |
title_fullStr | Electronic Nose Based on Temperature Modulation of
MOS Sensors for Recognition of Excessive Methanol in Liquors |
title_full_unstemmed | Electronic Nose Based on Temperature Modulation of
MOS Sensors for Recognition of Excessive Methanol in Liquors |
title_short | Electronic Nose Based on Temperature Modulation of
MOS Sensors for Recognition of Excessive Methanol in Liquors |
title_sort | electronic nose based on temperature modulation of
mos sensors for recognition of excessive methanol in liquors |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8600621/ https://www.ncbi.nlm.nih.gov/pubmed/34805688 http://dx.doi.org/10.1021/acsomega.1c04350 |
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