Critical failure modes like contactor sintering and bridge arm short circuits pose severe safety risks if not identified immediately. Rapid detection prevents catastrophic system damage and ensures vehicle occupant safety.

Electrical faults in high-voltage vehicle power systems lead to catastrophic equipment failure or safety hazards. Preventing these failures ensures system integrity and passenger safety during power surges.

Excessive current flow during charging and discharging cycles leads to component failure and thermal instability. Preventing these surges ensures hardware longevity and operational safety in high-power vehicle systems.

Sudden electrical surges and uncontrolled switching transients cause component failure or system instability. Mitigating these spikes prevents hardware degradation and ensures reliable power delivery in sensitive vehicle and battery electronics.

Unintended electrical leakage between high-voltage battery components and the vehicle chassis. Preventing these faults ensures operator safety and prevents catastrophic system damage.