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Electronic Nose Based on Temperature Modulation of MOS Sensors for Recognition of Excessive Methanol in Liquors
- 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.
- Subjects :
- Temperature modulation
Materials science
Electronic nose
Artificial neural network
business.industry
General Chemical Engineering
food and beverages
General Chemistry
Square wave
equipment and supplies
Article
chemistry.chemical_compound
Chemistry
Oxide semiconductor
chemistry
Pattern recognition (psychology)
Optoelectronics
Methanol
business
QD1-999
Subjects
Details
- ISSN :
- 24701343
- Volume :
- 6
- Issue :
- 45
- Database :
- OpenAIRE
- Journal :
- ACS omega
- Accession number :
- edsair.doi.dedup.....694ba0c40e46103bc5927a2ed606b729