Introduction The automotive industry is undergoing a radical transformation, marked by the shift from traditional internal combustion engine (ICE) vehicles to electric vehicles (EVs). This transition is not only reshaping how we think about transportation but is also closely linked to the broader movement towards green energy. As concerns about climate change intensify, the importance.