The accelerated adoption of EV vehicles is revolutionizing the automotive industry. Consequently, there's a growing need for reliable EV charging stations to enable widespread EV ownership. These stations supply the necessary power to charge EV batteries, making electric driving a practical option for drivers. A robust charging infrastructure is v