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cs.AI2026
VBFDD-Agent for Electric Vehicle Battery Fault Detection and Diagnosis: Descriptive Text Modeling of Battery Digital Signals
Joey Chan, Zhen Chen, Ershun Pan
With the rapid proliferation of electric vehicles, the safety and reliability of lithium-ion batteries have become critical concerns. Effective anomaly detection is essential for e…
cs.AI2025
Foundation Models Knowledge Distillation For Battery Capacity Degradation Forecast
Joey Chan, Zhen Chen, Ershun Pan
Accurate forecasting of lithium-ion battery capacity degradation is critical for reliable and safe operation, yet remains challenging under distribution shifts across scales and op…