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• W2250429751 abstract "Fluorescence spectroscopy provides an ideal tool to explore chemical changes during dough mixing process. This paper aims to make use of this tool to investigate the influence of hydration of flour onto the spectral signals, classification of farinographic curve and separation of wheat flours based on their bread making performance. Secondary the quantitative information regarding the prediction of middle curve out of the fluorescence spectra was attempted using chemometric approaches. The spectral data of Rettenmeier flour presents high fluorescence signal in the protein, NADH and riboflavin regions which diminish to 36 %, 58 % and 61 % respectively after the hydration process depicting its influence due to changes in protein structure and oxidation of NADH. The principal component analysis (PCA) has been used to extract the qualitative information regarding the farinographic curve from the fluorescence spectra during the hydration phase of the Rettenmeier flour. Using this approach all four farinographic phases was clearly separated into hydration, dough development, and stability and softening. Similarly, PCA was used to separate twelve different wheat flours on the basis of their bread baking performance into E, A, B and C groups during the kneading process out of spectral data pre-processed with standard normal variate (SNV) and generalized least square weighting (GLSW) methods. Middle curve of farinograph was predicted using the partial least square regression (PLSR) modeling approach out of spectral data with a cross-validated error (RMSECV) of 14 Brabender units (BU) and a coefficient of determination R2 0.75. The results demonstrate that fluorescence spectroscopy can be used to characterize and categorize the farinographic kneading process, which is important in the bread-baking industry." @default.
• W2250429751 created "2016-06-24" @default.
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• W2250429751 date "2016-08-01" @default.
• W2250429751 modified "2023-10-18" @default.
• W2250429751 title "Characterization of farinographic kneading process for different types of wheat flours using fluorescence spectroscopy and chemometrics" @default.
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• W2250429751 doi "https://doi.org/10.1016/j.foodcont.2016.01.029" @default.
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