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Identification of Tequila with an Array of ZnO Thin Films: A Simple and Cost-Effective Method
An array of ZnO thin film sensors was obtained by thermal oxidation of physical vapor deposited thin Zn films. Different conditions of the thermal treatment (duration and temperature) were applied in view of obtaining ZnO sensors with different gas sensing properties. Films having undergone a long t...
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/PMC5751739/ https://www.ncbi.nlm.nih.gov/pubmed/29257051 http://dx.doi.org/10.3390/s17122943 |
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author | Acuña-Avila, Pedro Estanislao Calavia, Raúl Vigueras-Santiago, Enrique Llobet, Eduard |
author_facet | Acuña-Avila, Pedro Estanislao Calavia, Raúl Vigueras-Santiago, Enrique Llobet, Eduard |
author_sort | Acuña-Avila, Pedro Estanislao |
collection | PubMed |
description | An array of ZnO thin film sensors was obtained by thermal oxidation of physical vapor deposited thin Zn films. Different conditions of the thermal treatment (duration and temperature) were applied in view of obtaining ZnO sensors with different gas sensing properties. Films having undergone a long thermal treatment exhibited high responses to low ethanol concentrations, while short thermal treatments generally led to sensors with high ethanol sensitivity. The sensor array was used to distinguish among Tequilas and Agave liquor. Linear discriminant analysis and the multilayer perceptron neural network reached 100% and 86.3% success rates in the discrimination between real Tequila and Agave liquor and in the identification of Tequila brands, respectively. These results are promising for the development of an inexpensive tool offering low complexity and cost of analysis for detecting fraud in spirits. |
format | Online Article Text |
id | pubmed-5751739 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2017 |
publisher | MDPI |
record_format | MEDLINE/PubMed |
spelling | pubmed-57517392018-01-10 Identification of Tequila with an Array of ZnO Thin Films: A Simple and Cost-Effective Method Acuña-Avila, Pedro Estanislao Calavia, Raúl Vigueras-Santiago, Enrique Llobet, Eduard Sensors (Basel) Article An array of ZnO thin film sensors was obtained by thermal oxidation of physical vapor deposited thin Zn films. Different conditions of the thermal treatment (duration and temperature) were applied in view of obtaining ZnO sensors with different gas sensing properties. Films having undergone a long thermal treatment exhibited high responses to low ethanol concentrations, while short thermal treatments generally led to sensors with high ethanol sensitivity. The sensor array was used to distinguish among Tequilas and Agave liquor. Linear discriminant analysis and the multilayer perceptron neural network reached 100% and 86.3% success rates in the discrimination between real Tequila and Agave liquor and in the identification of Tequila brands, respectively. These results are promising for the development of an inexpensive tool offering low complexity and cost of analysis for detecting fraud in spirits. MDPI 2017-12-19 /pmc/articles/PMC5751739/ /pubmed/29257051 http://dx.doi.org/10.3390/s17122943 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 Acuña-Avila, Pedro Estanislao Calavia, Raúl Vigueras-Santiago, Enrique Llobet, Eduard Identification of Tequila with an Array of ZnO Thin Films: A Simple and Cost-Effective Method |
title | Identification of Tequila with an Array of ZnO Thin Films: A Simple and Cost-Effective Method |
title_full | Identification of Tequila with an Array of ZnO Thin Films: A Simple and Cost-Effective Method |
title_fullStr | Identification of Tequila with an Array of ZnO Thin Films: A Simple and Cost-Effective Method |
title_full_unstemmed | Identification of Tequila with an Array of ZnO Thin Films: A Simple and Cost-Effective Method |
title_short | Identification of Tequila with an Array of ZnO Thin Films: A Simple and Cost-Effective Method |
title_sort | identification of tequila with an array of zno thin films: a simple and cost-effective method |
topic | Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5751739/ https://www.ncbi.nlm.nih.gov/pubmed/29257051 http://dx.doi.org/10.3390/s17122943 |
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