Patent ID: 11919060
Assignee: THE BRADBURY CO., INC.
Field: Machine tools (Mechanical engineering)
Classification: CPC B  G | IPC B  G

Claim 16:
17. A computer readable medium comprising instructions that cause at least one processor to:
train a machine learning model with first and second data from first and second sensors, respectively, and corresponding parameters of processed material, the first data corresponding to measurements of material between inlet and outlet portions of a roll-forming apparatus as the material moves between the inlet and outlet portions in a roll-forming process, the material moved by a plurality of rollers of the roll-forming apparatus, the second data corresponding to measurements of the material at or proximate the inlet portion;
provide output from the first and second sensors as input to the machine learning model, the machine learning model to provide predicted output of the roll-forming process;
calculate an adjustment of at least one of the plurality of rollers based on the predicted output from the machine learning model; and
adjust roll-forming of the material by causing at least one of the plurality of rollers to move based on the adjustment.