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Colorimetric Sensor Array for White Wine Tasting

A colorimetric sensor array was developed to characterize and quantify the taste of white wines. A charge-coupled device (CCD) camera captured images of the sensor array from 23 different white wine samples, and the change in the R, G, B color components from the control were analyzed by principal c...

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Autores principales: Chung, Soo, Park, Tu San, Park, Soo Hyun, Kim, Joon Yong, Park, Seongmin, Son, Daesik, Bae, Young Min, Cho, Seong In
Formato: Online Artículo Texto
Lenguaje:English
Publicado: MDPI 2015
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4570315/
https://www.ncbi.nlm.nih.gov/pubmed/26213946
http://dx.doi.org/10.3390/s150818197
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author Chung, Soo
Park, Tu San
Park, Soo Hyun
Kim, Joon Yong
Park, Seongmin
Son, Daesik
Bae, Young Min
Cho, Seong In
author_facet Chung, Soo
Park, Tu San
Park, Soo Hyun
Kim, Joon Yong
Park, Seongmin
Son, Daesik
Bae, Young Min
Cho, Seong In
author_sort Chung, Soo
collection PubMed
description A colorimetric sensor array was developed to characterize and quantify the taste of white wines. A charge-coupled device (CCD) camera captured images of the sensor array from 23 different white wine samples, and the change in the R, G, B color components from the control were analyzed by principal component analysis. Additionally, high performance liquid chromatography (HPLC) was used to analyze the chemical components of each wine sample responsible for its taste. A two-dimensional score plot was created with 23 data points. It revealed clusters created from the same type of grape, and trends of sweetness, sourness, and astringency were mapped. An artificial neural network model was developed to predict the degree of sweetness, sourness, and astringency of the white wines. The coefficients of determination (R(2)) for the HPLC results and the sweetness, sourness, and astringency were 0.96, 0.95, and 0.83, respectively. This research could provide a simple and low-cost but sensitive taste prediction system, and, by helping consumer selection, will be able to have a positive effect on the wine industry.
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spelling pubmed-45703152015-09-17 Colorimetric Sensor Array for White Wine Tasting Chung, Soo Park, Tu San Park, Soo Hyun Kim, Joon Yong Park, Seongmin Son, Daesik Bae, Young Min Cho, Seong In Sensors (Basel) Article A colorimetric sensor array was developed to characterize and quantify the taste of white wines. A charge-coupled device (CCD) camera captured images of the sensor array from 23 different white wine samples, and the change in the R, G, B color components from the control were analyzed by principal component analysis. Additionally, high performance liquid chromatography (HPLC) was used to analyze the chemical components of each wine sample responsible for its taste. A two-dimensional score plot was created with 23 data points. It revealed clusters created from the same type of grape, and trends of sweetness, sourness, and astringency were mapped. An artificial neural network model was developed to predict the degree of sweetness, sourness, and astringency of the white wines. The coefficients of determination (R(2)) for the HPLC results and the sweetness, sourness, and astringency were 0.96, 0.95, and 0.83, respectively. This research could provide a simple and low-cost but sensitive taste prediction system, and, by helping consumer selection, will be able to have a positive effect on the wine industry. MDPI 2015-07-24 /pmc/articles/PMC4570315/ /pubmed/26213946 http://dx.doi.org/10.3390/s150818197 Text en © 2015 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 license (http://creativecommons.org/licenses/by/4.0/).
spellingShingle Article
Chung, Soo
Park, Tu San
Park, Soo Hyun
Kim, Joon Yong
Park, Seongmin
Son, Daesik
Bae, Young Min
Cho, Seong In
Colorimetric Sensor Array for White Wine Tasting
title Colorimetric Sensor Array for White Wine Tasting
title_full Colorimetric Sensor Array for White Wine Tasting
title_fullStr Colorimetric Sensor Array for White Wine Tasting
title_full_unstemmed Colorimetric Sensor Array for White Wine Tasting
title_short Colorimetric Sensor Array for White Wine Tasting
title_sort colorimetric sensor array for white wine tasting
topic Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4570315/
https://www.ncbi.nlm.nih.gov/pubmed/26213946
http://dx.doi.org/10.3390/s150818197
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