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1.
Food Chem ; 329: 127142, 2020 Nov 01.
Artigo em Inglês | MEDLINE | ID: mdl-32521426

RESUMO

In this work, we investigate alternative quantification methods based on optical spectroscopy and variable selection approach, using as a case study the aging process of cachaça. The cachaça was aged in an Amburana barrel and the samples were analyzed with a traditional analytical method for total phenolic quantification (Folin-Ciocalteu), with 2-D fluorescence and infrared spectroscopy. We applied a methodology based on Ant Colony Optimization to optimize variable selection and model fitting to predict total phenolic content. Our results demonstrated that fluorescence spectroscopy was more sensitive than IR in the quantification of total phenolic compounds for both global and local models, presenting good results (R2 superior to 0.979), significantly reducing the number of original variable (1995) for only 4 pairs of Ex/Em. Variable selection combined with spectroscopy reveals potential because this technique eliminates the need for sample preparation and allows the construction of customized sensors for application in the food industry.


Assuntos
Bebidas Alcoólicas/análise , Fenóis/química , Fluorescência , Extratos Vegetais/química , Espectrometria de Fluorescência , Espectrofotometria Infravermelho , Fatores de Tempo
2.
Food Chem ; 245: 1224-1231, 2018 Apr 15.
Artigo em Inglês | MEDLINE | ID: mdl-29287346

RESUMO

The orange-fleshed sweet potato is a vegetable-rich in carotenoids. The thermic treatment for sweet potato processing can decrease the content of these constituents in the foods, lowering their bioactive properties. Raman spectroscopy has been growing as a fast tool to food analysis, especially for detection of low concentrations of carotenoids and to the monitoring of its degradation profile over time. Therefore, in this work were evaluated two methods of drying, hot air and microwaving with rotary drum, combined with quantitative Raman spectroscopy. The results showed carotenoids degradation around 50% for both types of drying processes studied. PCA plot proved the potential of reproducibility of analyses for microwave drying samples. For samples heated with hot air, the best linear correlation achieved was R2 = 0.90 and by microwave was R2 = 0.88. Also, partial least squares (PLS) regression models were constructed obtaining a satisfactory coefficient of determination.


Assuntos
Carotenoides/análise , Análise de Alimentos/métodos , Manipulação de Alimentos/métodos , Ipomoea batatas/química , Análise Espectral Raman/métodos , Análise dos Mínimos Quadrados , Micro-Ondas , Reprodutibilidade dos Testes
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