Cheng-Xiang Song

GLF-Former: Dual-Attention Global–Local Fusion for Battery Remaining Useful Life Prediction

Accurate prediction of the remaining useful life (RUL) of lithium-ion batteries is essential for operational safety and predictive maintenance. However, accurate RUL estimation from incomplete degradation trajectories remains challenging because of limited observable history, nonlinear capacity degradation, local fluct...