Songping He

A novel online chatter detection method in milling process based on multiscale entropy and gradient tree boosting

Kai Li, Songping He, Bin Li et al. · Mechanical Systems and Signal Processing · 2019 · 117 citations

Engineering, Gradient Tree, Industrial Engineering +5

Tool Wear Prediction via Multidimensional Stacked Sparse Autoencoders With Feature Fusion

Chengming Shi, Bo Luo, Songping He et al. · IEEE Transactions on Industrial Informatics · 2019 · 97 citations

Engineering, Machine Learning, Data Science +14

A thermal error model for large machine tools that considers environmental thermal hysteresis effects

Bo Tan, Xinyong Mao, Hongqi Liu et al. · International Journal of Machine Tools and Manufacture · 2014 · 75 citations

Thermal Error Model, Engineering, Mechanical Engineering +11

Bayesian uncertainty quantification and propagation for prediction of milling stability lobe

Kai Li, Songping He, Hongqi Liu et al. · Mechanical Systems and Signal Processing · 2019 · 53 citations

Engineering, Industrial Engineering, Uncertainty Quantification +12

A novel deep learning method with partly explainable: Intelligent milling tool wear prediction model based on transformer informed physics

Caihua Hao, Xinyong Mao, Tao Ma et al. · Advanced Engineering Informatics · 2023 · 50 citations · Full text