Selected Projects
1) Fault-Tolerant Torque Load Control for Wind Turbines with Enhanced Actuator Fault Diagnosis
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H. Badihi, Y. M. Zhang, and H. Hong, "Wind turbine fault diagnosis and fault-tolerant torque load control against actuator faults", IEEE Transactions on Control Systems Technology, vol. 23, no. 4, pp. 1351-1372, 2015.
2) Fault-Tolerant Individual Pitch Control for Enhanced Load Mitigation in Wind Turbines
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H. Badihi, Y. M. Zhang, P. Pillay, and S. Rakheja, "Fault-tolerant individual pitch control for load mitigation in wind turbines", IEEE Transactions on Industrial Electronics, vol. 68, no. 1, pp. 532-543, 2021.
3) Fault-Tolerant Cooperative Control in Offshore Wind Farms
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H. Badihi, Y. M. Zhang, and H. Hong, "Fault-tolerant cooperative control in an offshore wind farm using model-free and model-based fault detection and diagnosis approaches", Applied Energy, vol. 201, pp. 284-307, 2017.
4) Scalable Fault-Tolerant Control for Large-Scale Wind Farms and Clusters
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S. Jadidi, H. Badihi, and Y. M. Zhang, "Fault-tolerant cooperative control of large-scale wind farms and wind farm clusters", Energies, An invited paper for the Special Issue on “Diagnosis and Fault Tolerant Control of Wind Energy Conversion Systems”, vol. 14, no. 21, 2021.
5) Enhanced Wind Turbine Monitoring through Power Curve Analysis
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F. Bilendo, H. Badihi, N. Lu, P. Cambron, and B. Jiang, "A normal behavior model based on power curve and stacked regressions for condition monitoring of wind turbines", IEEE Transactions on Instrumentation & Measurement, vol. 71, pp. 1-13, 2022.
6) Multi-Target Condition Monitoring in Wind Turbines
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F. Bilendo, N. Lu, H. Badihi, A. Meyer, U. Cali, and P. Cambron, "Multi-target normal behavior model based on heterogeneous stacked regressions and change-point detection for wind turbine condition monitoring", IEEE Transactions on Industrial Informatics, Early Access, November, 22, 2023.
7) Visualizing Wind Turbine Faults and Image-Based Fault Diagnosis
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F. Bilendo, H. Badihi, N. Lu, P. Cambron, and B. Jiang, "Imaging wind turbine fault signatures based on power curve and self-organizing map for image-based fault diagnosis", in Proc. of the 7th International Symposium on Advanced Control of Industrial Processes, Vancouver, BC, Canada, August 7-9, 2022.
8) Monitoring and Diagnosis of Cyber-Physical PV Systems in Microgrids
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S. Jadidi, H. Badihi, and Y. M. Zhang, "Design of an intelligent hybrid diagnosis scheme for cyber-physical PV systems at the microgrid level", International Journal of Electrical Power and Energy Systems, vol. 150, 2023.
9) Secure and Resilient Control Solutions for Microgrids
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S. Jadidi, H. Badihi, and Y. M. Zhang, "Active fault-tolerant and attack-resilient control for a renewable microgrid against power-loss faults and data integrity attacks", IEEE Transactions on Cybernetics, Early Access, October, 3, 2023.
10) Innovative Cybersecurity Measures for Wind Farm Networks
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H. Badihi, S. Jadidi, Z. Yu, Y. M. Zhang, and N. Lu, "Smart cyber-attack diagnosis and mitigation in a wind farm network operator", IEEE Transactions on Industrial Informatics, vol. 19, no. 9, pp. 9468-9478, 2023.