Tool wear mechanism and prediction in milling TC18 titanium alloy using deep learning

•The tool wear mechanism in milling TC18 titanium alloy was studied.•The tool wear prediction model is established based on deep learning.•The raw sensory data can be directly used as the input of the model without any feature engineering processing.•CNN + GRU has not been used in tool wear prediction before.