Publications
Group Leader's Full Publication Record (Pre-TAU Included)
Publications since 2024
2025
Smart coordinated cyber-attacks on wind turbines: From detection to identification via machine learning
H. Wu, H. Badihi, Y. Xue, and M. Vilkko
Sustainable Energy, Grids and Networks, vol. 43, pp. 101775, 2025
Energy conversion for electrified transportation systems
M. Alilou, H. Azami, B. Mohammadi-ivatloo, and H. Badihi
Comprehensive Energy Systems (Second Edition), Elsevier, Netherlands, 2025
A novel clustering-ensemble learning model for day-ahead photovoltaic power forecasting
F. Yang, X. Fu, Z. Li, D. Qiu, and H. Badihi
Engineering Applications of Artificial Intelligence, vol. 161, Part C, pp. 112281, 2025
Robust imputation of missing photovoltaic power data using a weather- and context-aware hybrid transformer framework
C. Zhang, X. Fu, D. Qiu, H. Badihi, and H. Gu
Renewable Energy, 2025
An automated SCADA alarm analysis in wind turbines for improving reliability and downtime - A solution for operators
S. Chatterjee and H. Badihi
Proc. of the 19th IEEE International Conference on Control and Automation (IEEE ICCA), Tallinn, Estonia, June 30 - July 03, 2025.
Innovations in grid resilience technologies
H. Azami, M. Alilou, H. Badihi, and B. Mohammadi-ivatloo
Encyclopedia of Renewable Energy Engineering, Elsevier, Netherlands, 2025
Multi-scale patch and frequency-domain gated learning for high-resolution day-ahead photovoltaic forecasting
C. Zhang, X. Fu, D. Qiu, H. Badihi, P. Zhang, Y. Zhang, and H. Gu
Applied Energy, 2025
2024
Intelligent fault-tolerant active power control using reinforcement learning for offshore wind farms
X. Zhang, H. Badihi, S. Jadidi, Z. Yu, and Y. M. Zhang
IEEE Access, vol. 12, pp. 83782-83795, 2024
Active fault-tolerant and attack-resilient control for a renewable microgrid against power-loss faults and data integrity attacks
S. Jadidi, H. Badihi, and Y. M. Zhang
IEEE Transactions on Cybernetics, vol. 54, no. 4, pp. 2113-2128, 2024
A normal behavior model based on machine learning for wind turbine cyber-attack detection
H. Wu, H. Badihi, Y. Xue, and M. Vilkko
Proc. of the International Workshop on Artificial Intelligence and Machine Learning for Energy Transformation (AIE), Vaasa , Finland, May 20-22, 2024.
Hybrid fault-tolerant and attack-resilient cooperative control in an offshore wind farm
S. Jadidi, H. Badihi, and Y. M. Zhang
IEEE Transactions on Sustainable Energy, vol. 15, no. 2, pp. 1365-1379, 2024
Multi-target normal behavior model based on heterogeneous stacked regressions and change-point detection for wind turbine condition monitoring
F. Bilendo, N. Lu, H. Badihi, A. Meyer, U. Cali, and P. Cambron
IEEE Transactions on Industrial Informatics, vol. 20, no. 4, pp. 5171-5181, 2024