One-Step-Ahead Lithium-Ion Battery Capacity Tracking Using Multidimensional Health Features and MDRSN-BiGRU-AM
Accurate cycle-level battery-capacity tracking can support condition-based battery management, but it must be distinguished from state-of-health estimation and prospective long-horizon remaining-useful-life forecasting. This study formulates a bounded one-step-ahead task in which capacity at target cycle t is estimated...