The invention discloses a control method for improving single weight consistency of
neodymium-iron-
boron green bodies, and relates to the technical field of
neodymium-iron-
boron magnetic material production, which comprises the following steps: before
powder filling, according to the
particle size distribution and flow characteristics of superfine
neodymium-iron-
boron powder, the
airflow velocity is preset, so that the
airflow is kept stable in the filling process, and the
powder can be effectively disturbed; therefore, the filling uniformity is improved. Through real-time monitoring, intelligent analysis and dynamic regulation and control, the single weight consistency of the
neodymium iron boron green body is improved, and the problem of flow velocity
mutation in the powder filling process is solved. Uniform filling is ensured by presetting the
airflow velocity, the powder flowing state is intelligently judged in combination with data collection,
feature extraction and a
deep learning model, and precise control is achieved. When it is detected that the powder flow speed is abnormally increased, the
system adjusts the airflow intensity in a self-adaptive mode and temporarily reduces the feeding amount, and powder accumulation is prevented. The powder filling uniformity is optimized, the
green body quality, the magnetic performance stability and the production efficiency are improved, and the
rejection rate and material waste are reduced.