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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...

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Autores principales: Liu, Huabin, Wu, Ruijie, Guo, Qianyu, Hua, Zhongqiu, Wu, Yi
Formato: Online Artículo Texto
Lenguaje:English
Publicado: American Chemical Society 2021
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.
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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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