Long Gao

A Lightweight Foundation Model for Fault Detection of Lithium-Ion Batteries

For lithium-ion batteries, reliable fault detection for charging voltage is essential for operational safety and thermal failure prevention. However, existing battery monitoring solutions face a dual challenge: task-specific models are primarily challenged by limited transferability, while powerful foundation models im...