Zefei Ning

DITING: A Weak Degradation Listener for Battery Lifetime Early Prediction

Battery lifetime early prediction is crucial for safety assessment and decision planning. However, early-stage degradation signals are extremely weak and difficult to distinguish from noise. Existing methods primarily rely on denoising or signal decomposition, which risks losing critical degradation…