Wireless Solar-Powered Solution for Electric Vehicle Charging and Energy Management Systems

This paper presents an integrated solar wireless EV charging system, emphasizing AI -driven optimization for energy management. The system integrates solar panels, wireless charging modules, and a Gradient Boosting Regression model, achieving an R-squared value of 0.987 for EV range prediction using a dataset of 400 EV metrics. Prototype testing validates the model by correlating solar power variability with EV per-formance predictions. The system demonstrates 80 % wireless charging efficiency and highlights sustainable, efficient charging solutions. This study showcases the potential of combining re-newable energy and AI to optimize EV charging infrastructures, advancing sustainability and addressing energy management challenges.