The transition for electric vehicles (EVs) is accelerating gaining momentum, driven by environmental concerns and technological advancements. Nevertheless, the widespread adoption of EVs relies on a robust and accessible charging infrastructure. This framework of ev charging stations supplies the essential fuel to keep EVs moving, facilitating long