Back to Search Start Over

Electronic Nose Based on Temperature Modulation of MOS Sensors for Recognition of Excessive Methanol in Liquors

Authors :
Qianyu Guo
Huabin Liu
Yi Wu
Zhongqiu Hua
Ruijie Wu
Source :
ACS Omega, ACS Omega, Vol 6, Iss 45, Pp 30598-30606 (2021)
Publication Year :
2021

Abstract

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.

Details

ISSN :
24701343
Volume :
6
Issue :
45
Database :
OpenAIRE
Journal :
ACS omega
Accession number :
edsair.doi.dedup.....694ba0c40e46103bc5927a2ed606b729