Loading...
Modeling of dehydration, polyphenol thermal degradation, and rehydration of instant germinated VD20 rice: Mathematical and artificial intelligence model
Author(s)
Loan, L. T.K.
Tat, T. Q.
Minh, P. D.T.
Thao, V. T.T.
Hoang, P. T.M.
Nhi, T. T.Y.
Giang, B. L.
Phat, D. T.
Mansamut, C.
Tai, N. V.
Date Issued
January 1, 2025
Type
Article
Abstract
VD20 rice, a local rice variety in Vietnam, is currently undergoing restoration and provides limited information about product development. In order to produce the instant germinated VD20 rice, the study on kinetics of dehydration, polyphenol thermal degradation, and rehydration of the instant product was carried out. Different temperatures were applied in this study, including 50°C, 55°C, 60°C, and 65°C. Various models were developed to describe these changes. The Page model provided the best fit for the sample's dehydration properties, with the moisture diffusivity (Deff) ranging from 7 x 10-12 to 1.19 x 10-11 m2/s and an activation energy of 31.70 kJ/mol. A zero-order model described the change in polyphenol during the drying process. The half-life values ranged from 3.737 h to 5.723 h. Also, the ANN model was used. This is an intelligent model made of an artificial neural network. It worked better and faster than earlier models like the Page model for dehydration behavior and the zero-order model for degradation property. The rehydration ratio of instant germinated rice also fitted well with the exponential model. These developed insights could facilitate further optimization and production on a larger scale, thereby enabling farmers to produce more products from this rice.
Citation
Revista Mexicana De Ingeniera Quimica, 24(1), 2025