METHOD AND DEVICE FOR COOPERATIVE CONTROL OF RICE HULLING AND RICE POLISHING, AND STORAGE MEDIUM

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United States of America Patent

APP PUB NO 20230321664A1
SERIAL NO

18083460

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The present disclosure provides a method and device for cooperative control of rice hulling and rice polishing, and a storage medium. The method includes: acquiring operation data of a rice huller during a rice hulling process; acquiring operation data of a rice polisher during a rice polishing process; acquiring real-time detection data of rice samples after rice hulling and rice polishing; 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; based on 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, acquiring an optimized process parameter set; and controlling rice processing in real time according to the optimized process parameter set.

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Patent Owner(s)

Patent OwnerAddress
CENTRAL SOUTH UNIVERSITY OF FORESTRY AND TECHNOLOGY410004 CENTRAL SOUTH UNIVERSITY OF FORESTRY AND TECHNOLOGY 498 SOUTH SHAOSHAN ROAD CHANGSHA HUNAN CHANGSHA CITY HUNAN PROVINCE 410004

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Inventor(s)

Inventor Name Address # of filed Patents Total Citations
DING, YUQIN CHANGSHA, CN 4 0
HAN, WENFANG CHANGSHA, CN 1 0
JIANG, ZHIRONG CHANGSHA, CN 3 9
LI, JIANGTAO CHANGSHA, CN 55 1189
LIN, QINLU CHANGSHA, CN 5 0
SUN, SHUGUO CHANGSHA, CN 1 0

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