The invention provides a
cooling rate optimization control method and
system for continuous cooling
crystallization, and the method comprises the steps: collecting
crystal slurry concentration data and temperature data of each stage of
crystallization tank in real time; the
crystal slurry concentration data, the temperature data and the feeding flow data are input into a
deep learning model, and a prediction result is obtained; based on the prediction result and
crystal mush concentration data, dynamically adjusting the
cooling rate of each stage of crystallizing tank and the addition amount of a co-crystallizing
solvent; and feeding back an outlet crystal mush concentration
signal of the last-stage crystallizing tank to the
solid-liquid separation unit, and adjusting the running rotating speed of the
solid-liquid separation unit in a linkage manner. According to the
cooling rate optimization control method and
system for continuous cooling
crystallization, prospective correction of the cooling rate is carried out by using the predicted
supersaturation degree, and adjustment of the additive amount of the auxiliary crystallization
solvent is carried out by using the predicted crystal
particle size distribution; and finally, an outlet concentration
signal of the last-stage crystallizing tank is fed back to the
solid-liquid separation unit in real time to adjust the separation rotating speed in a linkage manner, so that the crystal particle size deviation is reduced, and the
triazole crystallization
recovery rate is improved.