Colorimetric Sensor Array for White Wine Tasting

被引:29
作者
Chung, Soo [1 ]
Park, Tu San [2 ]
Park, Soo Hyun [1 ,3 ]
Kim, Joon Yong [1 ]
Park, Seongmin [1 ]
Son, Daesik [1 ]
Bae, Young Min [4 ]
Cho, Seong In [1 ,3 ]
机构
[1] Seoul Natl Univ, Dept Biosyst & Biomat Sci & Engn, Seoul 151921, South Korea
[2] Univ Arizona, Dept Agr & Biosyst Engn, Tucson, AZ 85721 USA
[3] Seoul Natl Univ, Res Inst Agr & Life Sci, Seoul 151921, South Korea
[4] Korea Electrotechnol Res Inst, Ansan 426910, Gyeonggi Do, South Korea
基金
新加坡国家研究基金会;
关键词
taste sensor; colorimetric; principle component analysis; artificial neural network; CLASSIFICATION; COMBINATION; SELECTIVITY; NOSE;
D O I
10.3390/s150818197
中图分类号
O65 [分析化学];
学科分类号
070302 ; 081704 ;
摘要
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.
引用
收藏
页码:18197 / 18208
页数:12
相关论文
共 35 条
[1]   Langmuir-Blodgett film and carbon paste electrodes based on phthalocyanines as sensing units for taste [J].
Arrieta, A ;
Rodriguez-Mendez, ML ;
de Saja, JA .
SENSORS AND ACTUATORS B-CHEMICAL, 2003, 95 (1-3) :357-365
[2]  
Bae YM, 2005, T ASAE, V48, P251, DOI 10.13031/2013.17925
[3]  
Chen RG, 2010, SENSOR MATER, V22, P313
[4]   Immobilization of Candida rugosa lipase on chitosan with activation of the hydroxyl groups [J].
Chiou, SH ;
Wu, WT .
BIOMATERIALS, 2004, 25 (02) :197-204
[5]   Classification of Tempranillo wines according to geographic origin: Combination of mass spectrometry based electronic nose and chemometrics [J].
Cynkar, Wies ;
Dambergs, Robert ;
Smith, Paul ;
Cozzolino, Daniel .
ANALYTICA CHIMICA ACTA, 2010, 660 (1-2) :227-231
[6]   Feasibility of an electronic nose to differentiate commercial Spanish wines elaborated from the same grape variety [J].
de las Nieves Lopez de Lerma, Maria ;
Bellincontro, Andrea ;
Garcia-Martinez, Teresa ;
Mencarelli, Fabio ;
Jose Moreno, Juan .
FOOD RESEARCH INTERNATIONAL, 2013, 51 (02) :790-796
[7]   Industrial use of immobilized enzymes [J].
DiCosimo, Robert ;
McAuliffe, Joseph ;
Poulose, Ayrookaran J. ;
Bohlmann, Gregory .
CHEMICAL SOCIETY REVIEWS, 2013, 42 (15) :6437-6474
[8]   A novel chemical image sensor consisting of integrated microsensor array chips and pattern recognition [J].
He, HQ ;
Xu, GX ;
Ye, XS ;
Wang, P .
MEASUREMENT SCIENCE AND TECHNOLOGY, 2003, 14 (07) :1040-1046
[9]  
Horwitz W., 1965, Official methods of analysis of the Association of Official Analytical Chemists: Association of Official Analytical Chemists
[10]   Application of a taste evaluation system to the monitoring of Kimchi fermentation [J].
Kim, N ;
Park, KR ;
Park, IS ;
Cho, YJ ;
Bae, YM .
BIOSENSORS & BIOELECTRONICS, 2005, 20 (11) :2283-2291