The Thermal Error Estimation of the Machine Tool Spindle Based on Machine Learning

The Thermal Error Estimation of the Machine Tool Spindle Based on Machine Learning

Thermal error is one of the main sources of machining error of machine tools. Being a key component of the machine tool, the spindle will generate a lot of heat in the machining process and thereby result in a thermal error of itself. Real-time measurement of thermal error will interrupt the machini...

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Bibliographic Details
Main Authors: Yu-Cheng Chiu, Po-Hsun Wang, Yuh-Chung Hu
Format: Article
Language:English
Published: MDPI AG 2021-08-01
Series:Machines
Subjects:
Gaussian process regression
machine learning
machine tool spindle
Pearson correlation coefficient
random forest
thermal error
Online Access:https://www.mdpi.com/2075-1702/9/9/184

Internet

https://www.mdpi.com/2075-1702/9/9/184

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