Condition monitoring and fault diagnosis, fault tolerant design and control, machine learning and data-driven approaches, and their applications in wind turbine systems, power converters, power systems, onshore and offshore renewable energy systems. 

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• A Combined Model-Based and Data-Driven Fault Diagnosis Scheme for Lithium-Ion Batteries, Jin, H., Gao, Z., Zuo, Z., Zhang, Z., Wang, Y., Zhang, A. 1 Jun 2024, In: IEEE Transactions on Industrial Electronics
• Application Research of Short-Time Fourier Transform in Music Generation Based on the Parallel WaveGan System, Min, J., Gao, Z., Wang, L., Zhang, A. 15 May 2024, In: IEEE Transactions on Industrial Informatics
• A Robust Anomaly Detection Model for Pumps Based on the Spectral Residual With Self-Attention Variational Autoencoder, Xie, T., Xu, Q., Jiang, C., Gao, Z., Wang, X. 9 Apr 2024, In: IEEE Transactions on Industrial Informatics
• Event-Triggered Federated Learning for Fault Diagnosis of Offshore Wind Turbines With Decentralized Data, Lu, S., Gao, Z., Zhang, P., Xu, Q., Xie, T., Zhang, A. 1 Apr 2024, In: IEEE Transactions on Automation Science and Engineering
• Event-Triggered Interval Observer Fault Detection and Isolation for Multiagent Systems, Jin, H., Zuo, Z., Wang, Y., Cui, L., Gao, Z. 12 Jan 2024, In: IEEE Transactions on Cybernetics
• Fault Diagnosis for Parallel Lithium-Ion Battery Packs with Main Current Sensor Fault and Internal Resistance Fault, Jin, H., Zhang, Z., Ding, S., Gao, Z., Wang, Y., Zuo, Z. 23 May 2024, In: IEEE Transactions on Instrumentation and Measurement
• On the explicit Hermitian solutions of the continuous‐time algebraic Riccati matrix equation for controllable systems, Zhang, L., Chen, M., Gao, Z., Ma, L. 1 Apr 2024, In: IET Control Theory & Applications
• Biometrics for Industry 4.0: a survey of recent applications, Cascone, L., Gao, Z., Nappi, M. 1 Aug 2023, In: Journal of Ambient Intelligence and Humanized Computing
• Coordinated Electric Vehicle Active and Reactive Power Control for Active Distribution Networks, Wang, Y., Qiu, D., Strbac, G., Gao, Z. 1 Feb 2023, In: IEEE Transactions on Industrial Informatics
• Fault Diagnosis For Wave Energy Converters With Model Uncertainties, Zhang, Y., Zeng, T., Gao, Z., Turnock, S., Hudson, D. 22 Nov 2023, In: IFAC-PapersOnLine

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• Lingusitics Course, Busawon, K. (Principal Investigator), Gao, Z. (Co Investigator), Regional Center and Nancy Territorial Center | Epinal, 01/03/20 - 30/04/20, 0.00

• Xiaoxu Liu Fault estimation and fault tolerant control with application to wind turbine systems Start Date: 01/10/2014 End Date: 26/03/2018
• Sarah Odofin Robust Fault Diagnosis by GA Optimisation with Applications to Wind Turbine Systems and Induction Motors Start Date: 31/01/2013 End Date: 27/02/2017
• Yichuan Fu Data-Driven Fault Classification for Wind Turbine Systems Start Date: 01/02/2016 End Date: 21/04/2021
• Reihane Rahimilarki Fault Diagnosis for Wind Turbine Systems by Using Neural Network and Deep Learning Techniques Start Date: 01/10/2017 End Date: 19/07/2021

• Engineering PhD April 14 1996
• Fellow Asia-Pacific Artificial Intelligence Association (AAIA) 2023
• Fellow Institute of Electrical & Electronic Engineers (IEEE) 2023
• Fellow (FHEA) Higher Education Academy (HEA) 2015