As global transportation evolves, electric vehicles are becoming increasingly prevalent. These sustainable options provide a realistic solution to mitigate environmental concerns. Hybrids blend traditional gasoline engines with electric motors, while fully electric vehicles utilize battery power. This shift towards electrification is influenced by