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
Link To Document