Mechanical deformation or fluid leaks in high-voltage storage systems lead to catastrophic thermal events. Early identification of structural or fluid containment failure prevents systemic damage and safety hazards.

Inadequate real-time detection of localized temperature spikes in energy storage leads to catastrophic failure. Early identification of thermal instability prevents system-wide destruction and vehicle safety hazards.