A review of the application of machine learning techniques in thermal error compensation for CNC machine tools
Y Wang, Y Cao, X Qu, M Wang, Y Wang, C Zhang - Measurement, 2024 - Elsevier
Thermal error is a key factor that affects the overall error of CNC machine tools and the
machining accuracy of workpieces. Effectively addressing the impact of thermal errors has …
machining accuracy of workpieces. Effectively addressing the impact of thermal errors has …
Analysis and Experiment of Thermal Field Distribution and Thermal Deformation of Nut Rotary Ball Screw Transmission Mechanism.
H Yu, X Luan, G Zheng, G Hao, Y Liu… - Applied Sciences …, 2024 - search.ebscohost.com
This study designs a differential dual-drive micro-feed mechanism, superposing the two"
macro feed motions"(" motor drive screw" and" motor drive nut") using the same transmission …
macro feed motions"(" motor drive screw" and" motor drive nut") using the same transmission …
[PDF][PDF] A review on transfer learning in spindle thermal error compensation of spindle
Y Zheng, G Fu, S Mu, S Zhu, K Lin… - Advanced …, 2024 - pdf.elspublishing.com
Data-driven approaches offer unprecedented opportunities for smart manufacturing to
facilitate the transition to Industry 4.0-based production. One of the key factors affecting the …
facilitate the transition to Industry 4.0-based production. One of the key factors affecting the …
The Thermal Error Characteristic Analysis and Thermal Error Modeling Compensation of Aspheric Grinder
YU Bo, X CHANG, YU Lei - Mechanics, 2024 - mechanika.ktu.lt
According to the literature analysis, the thermal error of CNC machine tools is the main factor
affecting its processing accuracy, accounting for about 40%-70%; This paper discusses the …
affecting its processing accuracy, accounting for about 40%-70%; This paper discusses the …