G-code evaluation in CNC milling to predict energy consumption through Machine Learning-Reference-Cited by-同舟云学术

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

Published:2024-05 Issue: Volume:8 Page:100140
ISSN:2666-9129
Container-title:Advances in Industrial and Manufacturing Engineering
language:en
Short-container-title:Advances in Industrial and Manufacturing Engineering

Author:

Schmitt Anna-Maria^ORCID,Miller Eddi,Engelmann Bastian,Batres Rafael,Schmitt Jan

Funder

Bayerisches Staatsministerium fur Wirtschaft Landesentwicklung und Energie

Publisher

Elsevier BV

Reference20 articles.

1. An Introduction to Numerical Analysis;Atkinson,1991

2. Toward a generalized energy prediction model for machine tools;Bhinge;J. Manuf. Sci. Eng.,2017

3. A reduced model for energy consumption analysis in milling;Borgia;Procedia CIRP,2014

4. Random forests;Breiman;Mach. Learn.,2001

5. Energy prediction for CNC machining with machine learning;Brillinger;CIRP J. Manuf. Sci. Technol.,2021

Cited by 1 articles. 订阅此论文施引文献订阅此论文施引文献，注册后可以免费订阅5篇论文的施引文献，订阅后可以查看论文全部施引文献

1. Research on the key techniques of composite processing of EDM and vibration ultrasonic drilling;Journal of Intelligent Manufacturing and Special Equipment;2024-08-20

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