• DocumentCode
    702638
  • Title

    Quality control of mezcal combining multivariate analysis techniques and Raman spectroscopy

  • Author

    Ramirez Elias, Miguel ; Guevara, Edgar ; Gonzalez, Francisco Javier ; Zamora Pedraza, Cynthia ; Aguirre, Rogelio ; Juarez, Bertha

  • Author_Institution
    Fac. de Cienc., UASLP, San Luis Potosi, Mexico
  • fYear
    2015
  • fDate
    25-27 Feb. 2015
  • Firstpage
    121
  • Lastpage
    123
  • Abstract
    A fast method to discriminate between mezcal samples with different aging times was proposed using Raman spectroscopy and multivariate analysis techniques. The multivariate analysis were performed using Principal component analysis (PCA) and Partial least squares discriminant analysis (PLS-DA). The first principal component separates the matured aged mezcal (rested and aged) while the second principal component separates the non-matured from the matured mezcal. PLS-DA was chosen as supervised classifier to predict the belonging of unlabeled spectra to one of aging classes. The results demonstrated that Raman spectroscopy in combination with multivariate analysis could be used as fast method for discrimination between matured mezcal with different aging time.
  • Keywords
    Raman spectra; ageing; beverages; least mean squares methods; principal component analysis; quality control; PCA; PLS-DA; Raman spectroscopy; aging times; mezcal; multivariate analysis techniques; partial least squares discriminant analysis; principal component analysis; quality control; supervised classifier; Aging; Alcoholic beverages; Principal component analysis; Raman scattering; Silver; Spectroscopy; Raman; aging; mezcal; multivariate analysis; quality;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Electronics, Communications and Computers (CONIELECOMP), 2015 International Conference on
  • Conference_Location
    Cholula
  • Type

    conf

  • DOI
    10.1109/CONIELECOMP.2015.7086937
  • Filename
    7086937