As the automotive industry evolves, hybrid vehicles are becoming increasingly prevalent. These innovative options provide a promising solution to reduce environmental concerns. Hybrids blend traditional gasoline engines with electric motors, while fully electric vehicles rely solely on battery power. This shift towards electrification is motivated