BUILDING A MACHINE LEARNING MODEL FOR BATTERY CAPACITY PREDICTION

A data-driven remaining capacity estimation approach for lithium-ion batteries based on Machine Learning is proposed in this work, which shows promising results in capacity degradation monitoring of lithium batteries.