In the rapidly evolving realm of transportation, Electric Vehicles (EVs) have emerged as a promising solution to combat climate change and reduce reliance on fossil fuels. As their popularity soars, the infrastructure supporting these vehicles, particularly EV chargers, becomes paramount. These