China Academy Of Machinery Science & Technology (China)

Thermal error prediction for gantry guideway grinder spindle based on CNN-BiLSTM-Attention

Abstract Aiming at the strong nonlinearity, time-series lag, and multi-physics coupling characteristics of spindle thermal error in gantry guideway grinders, as well as the insufficient feature extraction and poor generalization ability of single deep learning models under varyin...