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
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;
Conference_Titel :
Electronics, Communications and Computers (CONIELECOMP), 2015 International Conference on
Conference_Location :
Cholula
DOI :
10.1109/CONIELECOMP.2015.7086937