Advanced Energy Management System for Electric Vehicle Charging Stations Using Machine Learning Algorithms

1. Y. Li, F. Qiu, and J. Wang, "Machine Learning-Based Energy Management for Electric Vehicle Charging Stations," IEEE Transactions on
Smart Grid, vol. 15, no. 2, pp. 1245–1258, 2024.
2. X. Liu, Y. Wang, and H. He, "Deep Reinforcement Learning for Smart Charging Optimization in Electric Vehicle Networks," IEEE
Transactions on Neural Networks and Learning Systems, vol. 34, no. 4, pp. 1547–1563, 2023.
3. N. Sharma, A. Verma, and S. Singh, "Predictive Analytics for EV Charging Demand Forecasting Using Machine Learning," Energy Reports,
vol. 10, pp. 1820–1835, 2024.
4. R. Zhang, Y. Chen, and X. Wu, "Renewable Energy Integration in Electric Vehicle Charging Infrastructure," Applied Energy, vol. 356, pp.
121–136, 2024.
5. K. Patel and R. Mehta, "Smart Energy Optimization for EV Charging Stations Using Artificial Intelligence," Sustainable Energy Technologies
and Assessments, vol. 63, pp. 103–122, 2025.
6. M. Rahman, S. Islam, and T. Ahmed, "Advanced Battery Storage Management for Intelligent EV Charging Networks," Energy AI, vol. 15,
pp. 100–118, 2025.
7. P. Kumar and S. Gupta, "IoT-Enabled Smart Charging Framework for Sustainable Transportation Systems," Journal of Cleaner Production,
vol. 430, pp. 140–155, 2024.
8. J. Chen, X. Li, and Y. Sun, "Artificial Intelligence-Driven Electric Vehicle Energy Management Systems," IEEE Access, vol. 13, pp. 45120–
45142, 2025.