As the automotive industry evolves, hybrid vehicles are becoming increasingly prevalent. These innovative options offer a promising solution to mitigate climate change. Hybrids combine traditional gasoline engines with electric motors, while fully electric vehicles utilize battery power. This shift towards alternative energy sources is motivated by