The degradation kinetics of ascorbic acid in food products is presented in
the paper. Vibrofluidized method of drying was considered. Experiments were
carried out for a model substance (silica gel) and agricultural products,
namely: fresh green peas, potatoes and cabbage. Experimental data were desc
ribed by means of three mathematical methods: a multilayer perceptron (MLP)
model, a mathematical model of degradation kinetics of ascorbic acid and a
hybrid model. The hybrid model connects neural computation with the mathem
atical model. All approaches provide an excellent process description. In t
he case of multilayer perceptron, the proposed method is simpler to impleme
nt when compared to the mathematical and the hybrid methods.