As global transportation evolves, alternative fuel vehicles are becoming increasingly prevalent. These sustainable options provide a promising solution to address carbon emissions. Hybrids blend traditional gasoline engines with electric motors, while fully electric vehicles utilize battery power. This shift towards electrification is influenced by