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IOT-Enabled Predictive Maintenance Framework for Intelligent Electrical Power Systems
Authors
1, 2 UG Scholar, Department of Electrical and Electronics Engineering, Holy Mary Institute of Technology and Science, Hyderabad, Telangana, India. 3 Assistant Professor, Department of Electrical and Electronics Engineering, Holy Mary Institute of Technology and Science, Hyderabad, Telangana, India.
Article Information
- DOI
- No Doi
- Published In
- Year 2025 · Volume 2 · Issue 2
- Published Online
- May-August 2025
- Pages
- 07-10
- Article Type
- Original Article
- Check for updates
-
References
1. M. A. Hossain, H. R. Pota, M. J. Hossain, and S. Squartini, "Applications of Artificial Intelligence and Internet of Things in Smart Grid
Systems: A Review," IEEE Access, vol. 9, pp. 54899–54918, 2021.
2. Y. Wang, Q. Chen, T. Hong, and C. Kang, "Review of Smart Meter Data Analytics: Applications, Methodologies, and Challenges," IEEE
Transactions on Smart Grid, vol. 12, no. 1, pp. 29–46, 2021.
3. H. Habibi, I. Howard, and S. Simani, "Reliability Improvement of Electrical Equipment Using Predictive Maintenance Techniques and
Machine Learning," Energies, vol. 15, no. 3, pp. 1–20, 2022.
4. J. Wen, Y. Tan, and D. Srinivasan, "Machine Learning-Based Predictive Analytics for Smart Grid Asset Management," Renewable Energy,
vol. 182, pp. 1248–1260, 2022.
5. M. Alhussein and G. Muhammad, "Internet of Things-Enabled Monitoring and Predictive Maintenance in Smart Power Systems," Sensors,
vol. 22, no. 4, pp. 1–28, 2022.
6. S. Gupta, P. Kumar, and R. Sharma, "Deep Learning Approaches for Fault Detection and Predictive Maintenance in Electrical Networks,"
Electric Power Systems Research, vol. 214, pp. 108-121, 2023.
7. X. Liu, Y. Wang, and H. He, "Deep Reinforcement Learning Applications in Smart Grid Maintenance and Asset Optimization," IEEE
Transactions on Neural Networks and Learning Systems, vol. 34, no. 4, pp. 1547–1563, 2023.
8. Y. Li, F. Qiu, and J. Wang, "AI-Assisted Predictive Maintenance Framework for Intelligent Power Distribution Systems," IEEE Transactions
on Smart Grid, vol. 15, no. 2, pp. 1245–1258, 2024.
9. N. Sharma, A. Verma, and S. Singh, "IoT-Based Condition Monitoring and Failure Prediction for Electrical Infrastructure Using Machine
Learning," Energy Reports, vol. 10, pp. 1820–1835, 2024.
10. M. Rahman, S. Islam, and T. Ahmed, "Advanced Predictive Maintenance Framework for Smart Electrical Power Systems Using IoT
and Deep Learning," Electric Power Components and Systems, vol. 53, no. 2, pp. 145–162, 2025.
Systems: A Review," IEEE Access, vol. 9, pp. 54899–54918, 2021.
2. Y. Wang, Q. Chen, T. Hong, and C. Kang, "Review of Smart Meter Data Analytics: Applications, Methodologies, and Challenges," IEEE
Transactions on Smart Grid, vol. 12, no. 1, pp. 29–46, 2021.
3. H. Habibi, I. Howard, and S. Simani, "Reliability Improvement of Electrical Equipment Using Predictive Maintenance Techniques and
Machine Learning," Energies, vol. 15, no. 3, pp. 1–20, 2022.
4. J. Wen, Y. Tan, and D. Srinivasan, "Machine Learning-Based Predictive Analytics for Smart Grid Asset Management," Renewable Energy,
vol. 182, pp. 1248–1260, 2022.
5. M. Alhussein and G. Muhammad, "Internet of Things-Enabled Monitoring and Predictive Maintenance in Smart Power Systems," Sensors,
vol. 22, no. 4, pp. 1–28, 2022.
6. S. Gupta, P. Kumar, and R. Sharma, "Deep Learning Approaches for Fault Detection and Predictive Maintenance in Electrical Networks,"
Electric Power Systems Research, vol. 214, pp. 108-121, 2023.
7. X. Liu, Y. Wang, and H. He, "Deep Reinforcement Learning Applications in Smart Grid Maintenance and Asset Optimization," IEEE
Transactions on Neural Networks and Learning Systems, vol. 34, no. 4, pp. 1547–1563, 2023.
8. Y. Li, F. Qiu, and J. Wang, "AI-Assisted Predictive Maintenance Framework for Intelligent Power Distribution Systems," IEEE Transactions
on Smart Grid, vol. 15, no. 2, pp. 1245–1258, 2024.
9. N. Sharma, A. Verma, and S. Singh, "IoT-Based Condition Monitoring and Failure Prediction for Electrical Infrastructure Using Machine
Learning," Energy Reports, vol. 10, pp. 1820–1835, 2024.
10. M. Rahman, S. Islam, and T. Ahmed, "Advanced Predictive Maintenance Framework for Smart Electrical Power Systems Using IoT
and Deep Learning," Electric Power Components and Systems, vol. 53, no. 2, pp. 145–162, 2025.
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