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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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Principais autores: Anna-Maria Schmitt, Eddi Miller, Bastian Engelmann, Rafael Batres, Jan Schmitt
Format: Artigo
Sprog:Inglês
Udgivet: Elsevier 2024-05-01
Serier:Advances in Industrial and Manufacturing Engineering
Fag:
Machine Learning
CNC machine tools
G-code
Energy consumption
Online adgang:http://www.sciencedirect.com/science/article/pii/S2666912924000059
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