Yaonan Cheng

Thermal error analysis and modeling for high-speed motorized spindles based on LSTM-CNN

Yaonan Cheng, Xianpeng Zhang, Guangxin Zhang et al. · The International Journal of Advanced Manufacturing Technology · 2022 · 43 citations

Engineering, Mechanical Engineering, Computer Engineering +3

A new method based on a WOA-optimized support vector machine to predict the tool wear

Yaonan Cheng, Xiaoyu Gai, Yingbo Jin et al. · The International Journal of Advanced Manufacturing Technology · 2022 · 39 citations

Support Vector Machine, Engineering, Data Science +10

Research on electric spindle thermal error prediction model based on DBO-SVM

Yaonan Cheng, Kezhi Qiao, Shenhua Jin et al. · The International Journal of Advanced Manufacturing Technology · 2024 · 17 citations

Electrical Engineering, Condition Monitoring, Engineering +7

Thermal deformation analysis and compensation of the direct-drive five-axis CNC milling head

Yaonan Cheng, Xianpeng Zhang, Guangxin Zhang et al. · Journal of Mechanical Science and Technology · 2022 · 16 citations

Materials Science, Engineering, Material Machining +8

Tool wear state recognition based on WOA-SVM with statistical feature fusion of multi-signal singularity

Xiaoyu Gai, Yaonan Cheng, Rui Guan et al. · The International Journal of Advanced Manufacturing Technology · 2022 · 13 citations

Condition Monitoring, Statistical Feature Fusion, Engineering +9