Hamed Badihi
Oma esittely
I am an Assistant Professor in Automation Technology and Dependable Systems. My research focuses on critical aspects of condition monitoring, fault-tolerant control, and attack-resilient control, aimed at developing a sustainable and dependable cyber-physical world. I actively explore these concepts in various application domains, such as wind turbines, solar photovoltaic systems, hybrid microgrids, and smart grids.
Osaamisalueiden kuvaus
- Condition monitoring, diagnostics, and prognostics
- Fault-tolerant and attack-resilient control
- Fault-tolerant cooperative control
Luottamustoimet
- Senior Member of the IEEE (Institute of Electrical and Electronics Engineers)
- Editor of International Transactions on Electrical Energy Systems
- Editor of Advances in Fuzzy Systems
Uusimmat julkaisut
An Automated SCADA Alarm Analysis in Wind Turbines for Improving Reliability and Downtime – A Solution for Operators
Chatterjee, S. & Badihi, H., 30 kesäk. 2025, IEEE 19th International Conference on Control & Automation (ICCA). IEEE, s. 517-522 (IEEE International Conference on Control and Automation).Tutkimustuotos: Konferenssiartikkeli › Tieteellinen › vertaisarvioitu
A novel clustering-ensemble learning model for day-ahead photovoltaic power forecasting
Yang, F., Fu, X., Li, Z., Qiu, D. & Badihi, H., 12 jouluk. 2025, julkaisussa: Engineering Applications of Artificial Intelligence. 161, 112281.Tutkimustuotos: Artikkeli › Tieteellinen › vertaisarvioitu
Energy conversion for electrified transportation systems
Alilou, M., Azami, H., Mohammadi-ivatloo, B. & Badihi, H., 2025, Comprehensive Energy Systems. 2 toim. Elsevier, Vuosikerta 8. s. 876-906Tutkimustuotos: Luku › Tieteellinen › vertaisarvioitu
Multi-scale patch and frequency-domain gated learning for high-resolution day-ahead photovoltaic forecasting
Zhang, C., Fu, X., Qiu, D., Badihi, H., Zhang, P., Zhang, Y. & Gu, H., 1 tammik. 2026, julkaisussa: Applied Energy. 402, 126973.Tutkimustuotos: Artikkeli › Tieteellinen › vertaisarvioitu
Robust imputation of missing photovoltaic power data using a weather- and context-aware hybrid transformer framework
Zhang, C., Fu, X., Qiu, D., Badihi, H. & Gu, H., 1 tammik. 2026, julkaisussa: Renewable Energy. 256, 124576.Tutkimustuotos: Artikkeli › Tieteellinen › vertaisarvioitu
Smart coordinated cyber-attacks on wind turbines: From detection to identification via machine learning
Wu, H., Badihi, H., Xue, Y. & Vilkko, M., syysk. 2025, julkaisussa: Sustainable Energy, Grids and Networks. 43, 101775.Tutkimustuotos: Artikkeli › Tieteellinen › vertaisarvioitu
A Normal Behavior Model Based on Machine Learning for Wind Turbine Cyber-Attack Detection
Wu, H., Badihi, H., Xue, Y. & Vilkko, M., 2024, 2024 International Workshop on Artificial Intelligence and Machine Learning for Energy Transformation, AIE 2024. IEEE, (2024 International Workshop on Artificial Intelligence and Machine Learning for Energy Transformation, AIE 2024).Tutkimustuotos: Konferenssiartikkeli › Tieteellinen › vertaisarvioitu
Hybrid Fault-Tolerant and Attack-Resilient Cooperative Control in an Offshore Wind Farm
Jadidi, S., Badihi, H. & Zhang, Y., huhtik. 2024, julkaisussa: IEEE Transactions on Sustainable Energy. 15, 2, s. 1365-1379 15 SivumääräTutkimustuotos: Artikkeli › Tieteellinen › vertaisarvioitu
Intelligent Fault-Tolerant Active Power Control Using Reinforcement Learning for Offshore Wind Farms
Zhang, X., Badihi, H., Jadidi, S., Yu, Z. & Zhang, Y., 2024, julkaisussa: IEEE Access. 12, s. 83782-83795Tutkimustuotos: Artikkeli › Tieteellinen › vertaisarvioitu
Reinforcement Learning for Reliable Power Allocation and Load Mitigation in Wind Farm
Wu, Y., Badihi, H., Wen, L., Fu, X. & Xue, Y., 2024, 2024 IEEE 7th International Conference on Renewable Energy and Power Engineering, REPE 2024. IEEE, s. 235-240Tutkimustuotos: Konferenssiartikkeli › Tieteellinen › vertaisarvioitu