Hamed Badihi
About me
I am an Assistant Professor in Automation Technology and Dependable Systems. I also lead the Dependability and Automation Research in Cyber-Physical Systems (DARES) Group, which is part of the Dependable Systems Cyber Laboratories. 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.
Fields of expertise
- Condition monitoring, diagnostics, and prognostics
- Fault-tolerant and attack-resilient control
- Safety and security of industrial control systems
- Cyber-physical-social systems
Project links
Main positions of trust
Professional Memberships
Senior Member, Institute of Electrical and Electronics Engineers (IEEE)
Member, Finnish Society of Automation
Editorial Roles
Associate Editor, Information Processing in Agriculture (Elsevier)
Editor, International Transactions on Electrical Energy Systems (Wiley)
Editor, IET Cyber-Systems and Robotics (Wiley & IET)
Editor, Advances in Fuzzy Systems (Wiley)
Editor, Processes (MDPI)
Latest publications
An Automated SCADA Alarm Analysis in Wind Turbines for Improving Reliability and Downtime – A Solution for Operators
Chatterjee, S. & Badihi, H., 30 Jun 2025, IEEE 19th International Conference on Control & Automation (ICCA). IEEE, p. 517-522 (IEEE International Conference on Control and Automation).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › Scientific › peer-review
A novel clustering-ensemble learning model for day-ahead photovoltaic power forecasting
Yang, F., Fu, X., Li, Z., Qiu, D. & Badihi, H., 12 Dec 2025, In: Engineering Applications of Artificial Intelligence. 161, 112281.Research output: Contribution to journal › Article › Scientific › peer-review
Energy conversion for electrified transportation systems
Alilou, M., Azami, H., Mohammadi-ivatloo, B. & Badihi, H., 2025, Comprehensive Energy Systems. 2 ed. Elsevier, Vol. 8. p. 876-906Research output: Chapter in Book/Report/Conference proceeding › Chapter › Scientific › peer-review
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 Jan 2026, In: Applied Energy. 402, 126973.Research output: Contribution to journal › Article › Scientific › peer-review
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 Jan 2026, In: Renewable Energy. 256, 124576.Research output: Contribution to journal › Article › Scientific › peer-review
Smart coordinated cyber-attacks on wind turbines: From detection to identification via machine learning
Wu, H., Badihi, H., Xue, Y. & Vilkko, M., Sept 2025, In: Sustainable Energy, Grids and Networks. 43, 101775.Research output: Contribution to journal › Article › Scientific › peer-review
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).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › Scientific › peer-review
Hybrid Fault-Tolerant and Attack-Resilient Cooperative Control in an Offshore Wind Farm
Jadidi, S., Badihi, H. & Zhang, Y., Apr 2024, In: IEEE Transactions on Sustainable Energy. 15, 2, p. 1365-1379 15 p.Research output: Contribution to journal › Article › Scientific › peer-review
Intelligent Fault-Tolerant Active Power Control Using Reinforcement Learning for Offshore Wind Farms
Zhang, X., Badihi, H., Jadidi, S., Yu, Z. & Zhang, Y., 2024, In: IEEE Access. 12, p. 83782-83795Research output: Contribution to journal › Article › Scientific › peer-review
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, p. 235-240Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › Scientific › peer-review