Enhancing Manufacturing Precision: Leveraging Motor Currents Data of Computer Numerical Control Machines for Geometrical Accuracy Prediction Through Machine Learning
Direct verification of the geometric accuracy of machined parts cannot be performed simultaneously with active machining operations, as it usually requires subsequent inspection with measuring devices such as coordinate measuring machines (CMMs) or optical 3D scanners. This sequential approach incre...
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Main Authors: | Lucijano Berus, Jernej Hernavs, David Potocnik, Kristijan Sket, Mirko Ficko |
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Format: | Article |
Language: | English |
Published: |
MDPI AG
2024-12-01
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Series: | Sensors |
Subjects: | |
Online Access: | https://www.mdpi.com/1424-8220/25/1/169 |
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