G-code evaluation in CNC milling to predict energy consumption through Machine Learning

Computerized Numeric Control (CNC) plays an essential role in highly autonomous manufacturing systems for interlinked process chains for machine tools. NC-programs are mostly written in standardized G-code. Evaluating CNC-controlled manufacturing processes before their real application is advantageo...

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Bibliographic Details

Main Authors:	Anna-Maria Schmitt, Eddi Miller, Bastian Engelmann, Rafael Batres, Jan Schmitt
Format:	Artigo
Language:	Inglês
Published:	Elsevier 2024-05-01
Series:	Advances in Industrial and Manufacturing Engineering
Subjects:	Machine Learning CNC machine tools G-code Energy consumption
Online Access:	http://www.sciencedirect.com/science/article/pii/S2666912924000059
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