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Portable Electronic Nose Based on Electrochemical Sensors for Food Quality Assessment

The steady increase in global consumption puts a strain on agriculture and might lead to a decrease in food quality. Currently used techniques of food analysis are often labour-intensive and time-consuming and require extensive sample preparation. For that reason, there is a demand for novel methods...

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Autores principales: Wojnowski, Wojciech, Majchrzak, Tomasz, Dymerski, Tomasz, Gębicki, Jacek, Namieśnik, Jacek
Formato: Online Artículo Texto
Lenguaje:English
Publicado: MDPI 2017
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5750822/
https://www.ncbi.nlm.nih.gov/pubmed/29186754
http://dx.doi.org/10.3390/s17122715
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author Wojnowski, Wojciech
Majchrzak, Tomasz
Dymerski, Tomasz
Gębicki, Jacek
Namieśnik, Jacek
author_facet Wojnowski, Wojciech
Majchrzak, Tomasz
Dymerski, Tomasz
Gębicki, Jacek
Namieśnik, Jacek
author_sort Wojnowski, Wojciech
collection PubMed
description The steady increase in global consumption puts a strain on agriculture and might lead to a decrease in food quality. Currently used techniques of food analysis are often labour-intensive and time-consuming and require extensive sample preparation. For that reason, there is a demand for novel methods that could be used for rapid food quality assessment. A technique based on the use of an array of chemical sensors for holistic analysis of the sample’s headspace is called electronic olfaction. In this article, a prototype of a portable, modular electronic nose intended for food analysis is described. Using the SVM method, it was possible to classify samples of poultry meat based on shelf-life with 100% accuracy, and also samples of rapeseed oil based on the degree of thermal degradation with 100% accuracy. The prototype was also used to detect adulterations of extra virgin olive oil with rapeseed oil with 82% overall accuracy. Due to the modular design, the prototype offers the advantages of solutions targeted for analysis of specific food products, at the same time retaining the flexibility of application. Furthermore, its portability allows the device to be used at different stages of the production and distribution process.
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spelling pubmed-57508222018-01-10 Portable Electronic Nose Based on Electrochemical Sensors for Food Quality Assessment Wojnowski, Wojciech Majchrzak, Tomasz Dymerski, Tomasz Gębicki, Jacek Namieśnik, Jacek Sensors (Basel) Article The steady increase in global consumption puts a strain on agriculture and might lead to a decrease in food quality. Currently used techniques of food analysis are often labour-intensive and time-consuming and require extensive sample preparation. For that reason, there is a demand for novel methods that could be used for rapid food quality assessment. A technique based on the use of an array of chemical sensors for holistic analysis of the sample’s headspace is called electronic olfaction. In this article, a prototype of a portable, modular electronic nose intended for food analysis is described. Using the SVM method, it was possible to classify samples of poultry meat based on shelf-life with 100% accuracy, and also samples of rapeseed oil based on the degree of thermal degradation with 100% accuracy. The prototype was also used to detect adulterations of extra virgin olive oil with rapeseed oil with 82% overall accuracy. Due to the modular design, the prototype offers the advantages of solutions targeted for analysis of specific food products, at the same time retaining the flexibility of application. Furthermore, its portability allows the device to be used at different stages of the production and distribution process. MDPI 2017-11-24 /pmc/articles/PMC5750822/ /pubmed/29186754 http://dx.doi.org/10.3390/s17122715 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
Wojnowski, Wojciech
Majchrzak, Tomasz
Dymerski, Tomasz
Gębicki, Jacek
Namieśnik, Jacek
Portable Electronic Nose Based on Electrochemical Sensors for Food Quality Assessment
title Portable Electronic Nose Based on Electrochemical Sensors for Food Quality Assessment
title_full Portable Electronic Nose Based on Electrochemical Sensors for Food Quality Assessment
title_fullStr Portable Electronic Nose Based on Electrochemical Sensors for Food Quality Assessment
title_full_unstemmed Portable Electronic Nose Based on Electrochemical Sensors for Food Quality Assessment
title_short Portable Electronic Nose Based on Electrochemical Sensors for Food Quality Assessment
title_sort portable electronic nose based on electrochemical sensors for food quality assessment
topic Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5750822/
https://www.ncbi.nlm.nih.gov/pubmed/29186754
http://dx.doi.org/10.3390/s17122715
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