• 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