Title of article :
Determination of total polyphenol index in wines employing a voltammetric electronic tongue Original Research Article
Author/Authors :
Xavier Cet?، نويسنده , , Juan Manuel Gutiérrez، نويسنده , , Manuel Gutiérrez، نويسنده , , Francisco Céspedes، نويسنده , , Josefina Capdevila، نويسنده , , Santiago M?nguez، نويسنده , , Cecilia Jiménez-Jorquera، نويسنده , , Manel del Valle، نويسنده ,
Issue Information :
روزنامه با شماره پیاپی سال 2012
Pages :
8
From page :
172
To page :
179
Abstract :
This work reports the application of a voltammetric electronic tongue system (ET) made from an array of modified graphite-epoxy composites plus a gold microelectrode in the qualitative and quantitative analysis of polyphenols found in wine. Wine samples were analyzed using cyclic voltammetry without any sample pretreatment. The obtained responses were preprocessed employing discrete wavelet transform (DWT) in order to compress and extract significant features from the voltammetric signals, and the obtained approximation coefficients fed a multivariate calibration method (artificial neural network-ANN-or partial least squares-PLS-) which accomplished the quantification of total polyphenol content. External test subset samples results were compared with the ones obtained with the Folin–Ciocalteu (FC) method and UV absorbance polyphenol index (I280) as reference values, with highly significant correlation coefficients of 0.979 and 0.963 in the range from 50 to 2400 mg L−1 gallic acid equivalents, respectively. In a separate experiment, qualitative discrimination of different polyphenols found in wine was also assessed by principal component analysis (PCA).
Keywords :
Artificial neural network , Voltammetric sensors , Wine analysis , Polyphenol , Folin–Ciocalteu , Electronic tongue
Journal title :
Analytica Chimica Acta
Serial Year :
2012
Journal title :
Analytica Chimica Acta
Record number :
1028487
Link To Document :
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