Method and device for cooperative control of rice hulling and rice polishing, and storage medium

A method for cooperative control of rice hulling and rice polishing, comprising:

• acquiring operation data of a rice huller during a rice hulling process, wherein the operation data of a rice huller comprise a plurality of rice hulling process values corresponding to a plurality of rice hulling process parameters, and the plurality of rice hulling process parameters form a rice hulling process parameter set;
• acquiring operation data of a rice polisher during a rice polishing process, wherein the operation data of a rice polisher comprise a plurality of rice polishing process values corresponding to a plurality of rice polishing process parameters, and the plurality of rice polishing process parameters form a rice polishing process parameter set;
• acquiring real-time detection data of rice samples after rice hulling and rice polishing, wherein the real-time detection data comprise a plurality of rice quality values of the rice samples under a variety of state indexes;
• establishing an energy consumption prediction model and a broken rice rate prediction model via a neural network and in combination with the operation data of a rice huller and the operation data of a rice polisher;
• performing optimization and adjustment on some rice hulling process parameters of the rice hulling process parameter set and some rice polishing process parameters of the rice polishing process parameter set by using a machine learning algorithm and in combination with the energy consumption prediction model, the broken rice rate prediction model and the real-time detection data, so as to acquire a plurality of optimized process parameters, and forming an optimized process parameter set with the plurality of optimized process parameters;
• and
• controlling rice processing in real time according to the optimized process parameter set.