Identification of phenolic and alcoholic compounds in wine spirits and their classification by use of multivariate analysis

被引:10
作者
Cica, Karla Hanousek [1 ]
Pezer, Martina [1 ,2 ]
Mrvcic, Jasna [1 ]
Stanzer, Damir [1 ]
Cacic, Jasna [3 ]
Jurak, Vesna [2 ]
Krajnovic, Mirela [3 ]
Kljusuric, Jasenka Gajdos [1 ]
机构
[1] Univ Zagazig, Fac Food Technol & Biotechnol, Pierottijeva 6, Zagreb 10000, Croatia
[2] Badel 1862 Dd, Wines & Alcohol Beverages Producer, Ul Grada Gospica 7, Zagreb 10000, Croatia
[3] Croatian Assoc Drink Producers, Kucerina 64, Zagreb 10000, Croatia
关键词
distillate; ageing; NIR spectroscopy; principal component analysis; NEAR-INFRARED SPECTROSCOPY; VOLATILE COMPOUNDS; GRAPE; BEVERAGES; BRANDY; CHROMATOGRAPHY; DISTILLATION; ALDEHYDES; DRINKS; WOODS;
D O I
10.2298/JSC190115020H
中图分类号
O6 [化学];
学科分类号
0703 ;
摘要
During the ageing period wine spirits are changing their color, chemical composition and sensory characteristics. These changes should be simply monitored. The aim of this study was to develop partial least squares regression (PLS) models for higher alcohols and phenols in wine spirits as well as to show the feasibility of the NIR spectroscopy combined with chemometric tools to distinguish wine spirits and brandies with different ageing degree. To get the reference values, the usual methods for the analysis of spirits drinks were used. Ethanol, esters, acids, methanol and higher alcohols were studied. Wine spirits and brandies phenol composition was determined by liquid chromatography. Principal component analysis (PCA) was used to classify the wine spirits and brandies according to their phenolic and higher alcohols composition. Moreover, the Partial least squares regression (PLS regression) was used to calibrate and predict expected contents of higher alcohols and phenols in the wine spirits. Success of the classification of samples by ageing based on individual alcohols was 93.8 %, while success of the classification based on individual phenols raised to 100 %. This efficiency of the prediction was evaluated by use of linear discriminator analysis (LDA).
引用
收藏
页码:663 / 677
页数:15
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