Electric vehicles (EVs) are becoming increasingly prevalent in today's transportation landscape, offering numerous benefits such as reduced emissions and energy efficiency. However, the unique characteristics of EVs, including high-voltage systems and lithium-ion batteries, present specific safety challenges that must be addressed to ensure the safe deployment and operation of these vehicles.