High-density drive batteries suffer from heat accumulation that triggers thermal runaway or performance degradation. Resolving this bottleneck prevents catastrophic failure and extends the operational lifespan of the powertrain.

High-density battery packs generate significant thermal energy during rapid discharge and charging cycles. Preventing thermal runaway and cell degradation ensures vehicle safety and extends operational lifespan.

Delayed identification of cell failure leads to catastrophic propagation. Early detection prevents systemic failure and improves vehicle safety.

Excessive gas accumulation within battery cells leads to catastrophic casing failure and thermal runaway. Mitigating this risk ensures structural integrity and prevents hazardous electrolyte leakage during malfunction.