Yu-Long Xing

HIC-LLM: Health-Indicator Consistency Scoring and Optional Evidence-Grounded Large Language Model Reporting

Pack-level state-of-health assessment can conceal the cell that first reaches its lower-voltage limit and constrains a series-connected backup battery string. Cell-level localization is therefore required, but the scarcity of labeled field events and high-resolution telemetry does not support training or validating a s...