Prediction of Milling Force Based on Spindle Current Signal by Neural Networks

•The proposed method is a novel research direction to establish a non-linear mapping relationship between spindle current signals and milling forces.•The proposed method enables the accurate prediction of instantaneous milling forces under multiple cutting parameter conditions.•The proposed neural network model can reconstruct the instantaneous milling force by combining multiple feature information according to the dynamic change in current.