Yong-Lin Zhang

Unseen-Cell SOH Prediction via Energy-Aware Warm-Up and Degradation-Consistency Constraints

State of health (SOH) is a key indicator for safety monitoring, lifetime assessment, and maintenance decisions in lithium-ion battery management systems. However, differences in initial capacity, degradation rate, local capacity variation, and health-indicator evolution often cause models trained on limited source cell...