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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...
Autores principales: | , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
MDPI
2017
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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. |
format | Online Article Text |
id | pubmed-5750822 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2017 |
publisher | MDPI |
record_format | MEDLINE/PubMed |
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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