The consequences and the damages of human action on the environment is one of the main topics of interest of the last decades, and will continue to be in the foreseeable future. Among the numerous impacts, the high levels of Greenhouse Gases emissions (GHG) caused by humanity have received significant attention, especially due to its contribution to Global Warming. There are various emitting sources Greenhouse Gases that have received significant interest in the last decades, with multiple efforts towards reducing human impact on the environment. One of such sources are light duty vehicles, globally the main mean of individual transportation, currently facing an ever-growing transition movement, from internal combustion engine vehicles towards electric vehicles.