As the automotive industry evolves, hybrid vehicles are emerging. These sustainable options present a compelling solution to mitigate carbon emissions. Hybrids combine traditional gasoline engines with electric motors, while fully electric vehicles utilize battery power. This shift towards green technology is motivated by technological advancements