Thermal-mechanical dynamic interaction in high-speed motorized spindle considering nonlinear vibration

J Hao, C Li, W Song, Z Yao, H Miao, M Xu… - International Journal of …, 2023 - Elsevier
The neglection of thermal-mechanical interaction of the high-speed motorized spindle
system may lead to modeling errors of thermal and dynamic characteristics. In this work, the …

Thermal error modeling based on BiLSTM deep learning for CNC machine tool

PL Liu, ZC Du, HM Li, M Deng, XB Feng… - Advances in …, 2021 - Springer
The machining accuracy of computer numerical control machine tools has always been a
focus of the manufacturing industry. Among all errors, thermal error affects the machining …

A review on high-speed electric spindle dynamics modeling and vibration response research

Y Dai, B Qiao, X Chen, G Pan - Recent Patents on Engineering, 2025 - benthamdirect.com
Background One of the main directions of modern technology in the field of precision
machining is high-speed operation. The spindle system is commonly utilized in this kind of …

High-speed grinding: from mechanism to machine tool

YL Wang, YB Zhang, X Cui, XL Liang, RZ Li… - Advances in …, 2024 - Springer
High-speed grinding (HSG) is an advanced technology for precision machining of difficult-to-
cut materials in aerospace and other fields, which could solve surface burns, defects and …

Analysis and experimental research of transient temperature rise characteristics of high-speed cylindrical roller bearing

Y Dong, Y Ma, M Qiu, F Chen, K He - Scientific Reports, 2024 - nature.com
In this paper, on one hand, the time-varying characteristics of the heat source and thermal
boundary conditions of the high-speed spindle system were analyzed considering the …

Data-driven varying state-space model based on thermal network for transient temperature field prediction of motorized spindles

Y Yang, Y Xiao, Z Du, X Feng - Applied Thermal Engineering, 2023 - Elsevier
Analyzing and modeling the thermal characteristics of the spindle is crucial to improving the
thermal stability and intelligence of CNC machine tools. However, there is a lack of accurate …

Enhanced modeling method of thermal behaviors in machine tool motorized spindles based on the mixture of thermal mechanism and machine learning

Y Yang, J Lv, Y Xiao, X Feng, Z Du - Journal of Intelligent Manufacturing, 2023 - Springer
The thermal behavior of the motorized spindle is a key issue that restricts the accuracy and
efficiency of machining centers. Spindle thermal error modeling and compensation methods …

Analysis of influence of different convex structures on cooling effect of rectangular water channel of motorized spindle

Y Tang, X Jing, W Li, Y He, J Yao - Applied Thermal Engineering, 2021 - Elsevier
With the wide application of high-speed motorized spindles in CNC machine tools and
machining centres, effectively improving the calorific value generated by the power loss of …

Transient characteristics of misaligned roller bearing considering thermal-fluid-solid coupled

Z Jiang, X Huang, Z Zheng, P Ding, J Hao - Tribology International, 2024 - Elsevier
Misalignment of roller bearings is a characteristic defect mode, which is accompanied by
variations in thermal, mechanical, and lubrication performances. Regarding this aspect, a …

A thermal error prediction model of the motorized spindles based on ABHHO-LSSVM

S Sun, Y Qiao, Z Gao, J Wang, Y Bian - The International Journal of …, 2023 - Springer
Thermal error compensation of high-speed motorized spindle is one of the effective methods
to improve the machining accuracy of CNC machine tools. In this paper, the variation law of …