Zuführraten von Maschinenlernmerkmalen zum 3D-Drucken

Details

Veröffentlichungs-Nr.

EP4414105

Aktenzeichen

EP24153007

Anmeldetag

19. Januar 2024

Veröffentlichung

14. August 2024

Rechtsraum

EP

IPC

B22F10/22B22F10/38B22F10/80B22F10/85B33Y10/00B33Y50/02G05B19/4099G06N3/09G06N20/00B29C64/386B29C64/393

Abstract

Systems for and methods of providing a feed rate for three-dimensional printing a part are presented. The disclosed techniques include: obtaining computer readable toolpath instructions for the part, where the toolpath instructions specify a nominal feed rate for a toolpath segment and spatial toolpath data of the toolpath segment; providing an input including the spatial toolpath data to a trained machine learning system, where the trained machine learning system has been trained using training data including: training spatial toolpath data, training closed loop gain data, and training feed rate data; obtaining a revised feed rate for the toolpath segment different from the nominal feed rate for the toolpath segment, where the revised feed rate is output from the trained machine learning system; and providing revised computer readable toolpath instructions, where the revised machine learning toolpath instructions include the revised feed rate.

Anmelder

Firma

Xerox Corporation

Land

🇺🇸 USA

Fachgebiete