Simultaneous Determination of Ethanol and Methanol in Wines Using FTIR and PLS Regression

被引:2
|
作者
Thanasi, Vasiliki [1 ,2 ]
Caldeira, Ilda [3 ,4 ]
Santos, Luis [5 ]
Ricardo-da-Silva, Jorge M. [1 ,2 ]
Catarino, Sofia [1 ,2 ,6 ]
机构
[1] Univ Lisbon, Inst Super Agron, LEAF Linking Landscape Environm Agr & Food Res Ctr, P-1349017 Tapada Da Ajuda, Lisboa, Portugal
[2] Univ Lisbon, Associate Lab TERRA, Inst Super Agron, P-1349017 Tapada Ajuda, Lisboa, Portugal
[3] Polo Inovacao Dois Portos, Inst Nacl Invest Agr & Vet, Quinta Almoinha, P-2565191 Dois Portos, Portugal
[4] Univ Evora, MED Mediterranean Inst Agr Environm & Dev, CHANGE Global Change & Sustainabil Inst, Inst Invest & Formacao Avancada, Ap 94, P-7006554 Evora, Portugal
[5] Univ Lisbon, Inst Super Tecn Lisboa, Dept Engn Quim, Ctr Quim Estrutural,Inst Mol Sci, Ave Rovisco Pais 1, P-1049001 Lisbon, Portugal
[6] Univ Lisbon, CeFEMA Res Ctr Phys & Engn Adv Mat, Inst Super Tecn, Dept Fis, Ave Rovisco Pais 1, P-1049001 Lisbon, Portugal
关键词
wine analysis; ethanol; methanol; FTIR; chemometrics; quality control; SPECTROSCOPY; GRAPE;
D O I
10.3390/foods13182975
中图分类号
TS2 [食品工业];
学科分类号
0832 ;
摘要
Accurate quantification of ethanol and methanol is essential for regulatory compliance and product quality assurance. Fourier Transform Infrared Spectroscopy (FTIR) offers rapid, non-destructive analysis with minimal sample preparation, making it a promising tool for wine analysis. In this exploratory study, the use of FTIR and PLS regression for the simultaneous quantification of ethanol and methanol in wine samples of 11 different Portuguese mono-varietal wines and different vintages deriving from the same winery in Lisbon was investigated. A model was developed, demonstrating the feasibility of FTIR and PLS regression for the simultaneous quantification of ethanol and methanol in wine samples through dedicated models; it showed good prediction capacity for ethanol determination but poorer performance for methanol quantification. The model could be reliable enough for quality control in wine production, but to improve its performance should be enhanced in the future with more samples from different origins, wine types, and a wider concentration range in the case of methanol.
引用
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页数:12
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