Predicting the Surface Topography of Stainless Steel Cut by Fibre Laser via Deep Learning

Alexander F. Courtier,Matt Praeger,James A. Grant-Jacob,Christophe Codemard,Paul Harrison,Ben Mills,Michalis N. Zervas

2022 Conference on Lasers and Electro-Optics (CLEO)（2022）

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摘要

Predicting target material topography resulting from fibre laser cutting is challenging. We show that deep learning offers a data-driven capability for predicting the topography of 2mm thick laser machined stainless steel for different cutting speeds.

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