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
Main positions of trust
- Senior Member of Institute of Electrical and Electronics Engineers (SM.IEEE)
- Editor of International Transactions on Electrical Energy Systems, Wiley
- Editor of Advances in Fuzzy Systems, Wiley
- Editor of Processes, MDPI
Latest publications
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
Active Fault-Tolerant and Attack-Resilient Control for a Renewable Microgrid Against Power-Loss Faults and Data Integrity Attacks
Jadidi, S., Badihi, H. & Zhang, Y., 3 Oct 2023, In: IEEE Transactions on Cybernetics.Research output: Contribution to journal › Article › Scientific › peer-review
Design of an intelligent hybrid diagnosis scheme for cyber-physical PV systems at the microgrid level
Jadidi, S., Badihi, H. & Zhang, Y., Aug 2023, In: International Journal of Electrical Power and Energy Systems. 150Research output: Contribution to journal › Article › Scientific › peer-review
Enhancing Hierarchical Fault-Tolerant Cooperative Control in Wind Farms: The Application of Model Predictive Control and Control Reallocation
Jadidi, S., Badihi, H. & Zhang, Y., 2023, 12th IEEE International Conference on Renewable Energy Research and Applications, ICRERA 2023. IEEE, p. 429-434 6 p. (IEEE International Conference on Renewable Energy Research and Applications).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › Scientific › peer-review
Multitarget Normal Behavior Model Based on Heterogeneous Stacked Regressions and Change-Point Detection for Wind Turbine Condition Monitoring
Bilendo, F., Lu, N., Badihi, H., Meyer, A., Cali, Ü. & Cambron, P., 22 Nov 2023, In: IEEE Transactions on Industrial Informatics.Research output: Contribution to journal › Article › Scientific › peer-review
Smart Cyber-Attack Diagnosis and Mitigation in a Wind Farm Network Operator
Badihi, H., Jadidi, S., Yu, Z., Zhang, Y. & Lu, N., Sept 2023, In: IEEE Transactions on Industrial Informatics. 19, 9Research output: Contribution to journal › Article › Scientific › peer-review
A Comprehensive Review on Signal-Based and Model-Based Condition Monitoring of Wind Turbines: Fault Diagnosis and Lifetime Prognosis
Badihi, H., Zhang, Y., Jiang, B., Pillay, P. & Rakheja, S., Jun 2022, In: Proceedings of the IEEE.Research output: Contribution to journal › Article › Scientific › peer-review
A Normal Behavior Model Based on Power Curve and Stacked Regressions for Condition Monitoring of Wind Turbines
Bilendo, F., Badihi, H., Lu, N., Cambron, P. & Jiang, B., 2022, In: IEEE Transactions on Instrumentation and Measurement.Research output: Contribution to journal › Article › Scientific › peer-review