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

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.

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Publication Details

Journal
Foods
Published
2024-09-19
DOI
https://doi.org/10.3390/foods13182975
Citations
9
Primary Topic
Fermentation and Sensory Analysis
Type
article
Field-Weighted Citation Impact
3.14
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article

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

Vasiliki Thanasi, Ilda Caldeira, Sofía Catarino, Luís F. Santos et al.
9 citations
Foods
Fermentation and Sensory Analysis
3.14
article

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

Vasiliki Thanasi, Ilda Caldeira, Sofía Catarino, Luís F. Santos, Jorge M. Ricardo‐da‐Silva
article en
9 citations

Abstract

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.

FoodsVol. 13(18)
University of Lisbon (PT), University of Évora (PT), Instituto Nacional de Investigação Agrária e Veterinária (PT)
Openalex Percentile: Top 9%
Fermentation and Sensory Analysis
3.14
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Simultaneous Determination of Ethanol and Methanol in Wines Using FTIR and PLS Regression — Vasiliki Thanasi, Ilda Caldeira, et al. · Foods (2024) | TGRS Research Map | TGRS