Title : 
Optical spectroscopy and pattern recogition techniques for discriminating and classifying Scotch whiskies
         
        
            Author : 
Mignani, A.G. ; Ciaccheri, L. ; Mencaglia, A.A. ; Gordillo, B. ; Gonzalez-Miret, XM L. ; Heredia, F.J. ; Culshaw, B.
         
        
            Author_Institution : 
CNR IFAC, Sesto Fiorentino, Italy
         
        
        
        
        
        
            Abstract : 
The present study shows how optical spectroscopy can be innovatively used as a rapid and non-destructive tool to differentiate distinctive single malt Scotch whiskies with respect to commercial-grade blends, and for their classification according to the region of production. Absorption and fluorescence spectroscopy were combined with multivariate data analysis so as to build a discriminating map. The map showed that the clusters representing the single malt whiskies from selected distilleries were sharply separated from the cluster grouping the other whiskies of commercial-grade. Moreover, the cluster of single malt whisky was split into two subgroups, representing samples from two main macro-areas, the islands and the highlands, respectively.
         
        
            Keywords : 
beverages; infrared spectroscopy; nondestructive testing; pattern recognition; ultraviolet spectroscopy; visible spectroscopy; absorption spectroscopy; classifying; cluster grouping; commercial grade blends; discriminating; distinctive single malt Scotch whiskies; fluorescence spectroscopy; multivariate data analysis; non destructive tool; optical spectroscopy; pattern recognition techniques; Absorption; Alcoholic beverages; Fluorescence; Principal component analysis; Production; Spectroscopy;
         
        
        
        
            Conference_Titel : 
Sensors, 2011 IEEE
         
        
            Conference_Location : 
Limerick
         
        
        
            Print_ISBN : 
978-1-4244-9290-9
         
        
        
            DOI : 
10.1109/ICSENS.2011.6126980