DocumentCode :
1983060
Title :
Combination of an electronic nose, an electronic tongue and an electronic eye for the Analysis of Red Wines aged with alternative methods
Author :
Rodríguez-Méndez, M.L. ; Apetrei, C. ; Apetrei, I. ; Villanueva, S. ; de Saja, I.J.A. ; Nevares, I. ; del Alamo, M.
Author_Institution :
Univ. of Valladolid, Valladolid
fYear :
2007
fDate :
4-7 June 2007
Firstpage :
2782
Lastpage :
2787
Abstract :
A combination of an electronic nose, an electronic tongue and an electronic eye has been used to discriminate between red wines aged in oak barrels and red wines matured in steel tanks in contact with oak wood chips. The quality of wines has also been analyzed by means of conventional chemical methods. Principal component analysis has demonstrated that both methods allow discriminating wines according to the type of ageing. Moreover, partial least squares (PLS) has demonstrated that measurements carried out with the electronic system allow establishing prediction models that are capable to infer the methodology used to age wines. Good correlations have been found between the signals obtained with the electronic system and the chemical parameters. The electrochemical signals have been successfully employed to estimate chemical parameters related to the polyphenolic content or the pH such as the tannins content.
Keywords :
chemical variables measurement; electrochemical analysis; electronic noses; least squares approximations; principal component analysis; wine industry; chemical method; electrochemical signal; electronic eye; electronic nose; electronic tongue; oak barrel; oak wood chip; partial least squares; polyphenolic content; principal component analysis; red wine; steel tank; Aging; Chemical analysis; Electronic noses; Least squares methods; Parameter estimation; Predictive models; Principal component analysis; Semiconductor device measurement; Steel; Tongue;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Industrial Electronics, 2007. ISIE 2007. IEEE International Symposium on
Conference_Location :
Vigo
Print_ISBN :
978-1-4244-0754-5
Electronic_ISBN :
978-1-4244-0755-2
Type :
conf
DOI :
10.1109/ISIE.2007.4375050
Filename :
4375050
Link To Document :
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