Thermal runaway is one of the most critical safety issues in lithium battery systems[cite: 1, 2]. As energy storage systems continue to expand in scale, California has introduced relevant fire safety regulations, requiring operators to mitigate the risks of fire and thermal runaway propagation through testing verification, thermal management design, and risk control mechanisms