Trumpf Werkzeugmaschinen Gmbh + Co. Kg

Alexandru Rinciog

Jens Ottnad

Frederick Struckmeier

Carina Mieth

A method for optimizing production of sheet-metal parts, the production comprising cutting out and singularizing the sheet-metal parts and bending the sheet-metal parts, wherein the method includes: (A) training a neural network, which is executed on a Monte Carlo tree search framework, by means of supervised learning and self-play with reinforcement learning; (B) recording constraints for the sheet-metal parts, the constraints comprising geometric data of the sheet-metal parts; (C) creating an optimized production schedule by way of the neural network; and (D) outputting the production schedule.

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Dortmund, Germany

Alexandru Rinciog