Deep Learning-Based Fault Detection and Condition Monitoring in High-Voltage Electrical Networks

1. M. A. Hossain, H. R. Pota, and S. Squartini, "Artificial Intelligence Applications in Smart Grids: Recent Advances and Future Challenges,"
IEEE Access, vol. 9, pp. 54899–54918, 2021.
2. M. Alhussein and G. Muhammad, "Artificial Intelligence-Based Smart Grid Management Systems: A Survey," Sensors, vol. 22, no. 4, pp.
1–28, 2022.
3. H. Habibi, I. Howard, and S. Simani, "Reliability Improvement of Smart Grids Using Predictive Maintenance and AI Techniques," Energies,
vol. 15, no. 3, pp. 1–20, 2022.
4. M. Shahidehpour, Z. Li, and M. Ganji, "Artificial Intelligence for Power System Operation and Control," Proceedings of the IEEE, vol. 111,
no. 2, pp. 143–166, 2023.
5. X. Liu, Y. Wang, and H. He, "Deep Reinforcement Learning for Smart Grid Energy Management: A Review," IEEE Transactions on Neural
Networks and Learning Systems, vol. 34, no. 4, pp. 1547–1563, 2023.
6. Y. Li, F. Qiu, and J. Wang, "AI-Assisted Power Distribution Optimization and Fault Detection for Modern Smart Grids," IEEE Transactions
on Smart Grid, vol. 15, no. 2, pp. 1245–1258, 2024.
7. N. Sharma, A. Verma, and S. Singh, "Predictive Analytics in Smart Grid Systems Using Deep Learning Models," Energy Reports, vol. 10,
pp. 1820–1835, 2024.
8. M. Rahman, S. Islam, and T. Ahmed, "Advanced Fault Diagnosis Framework for Smart Grids Using Deep Learning," Electric Power
Components and Systems, vol. 53, no. 2, pp. 145–162, 2025.