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Dr Zhiwei Gao

Associate Professor

Department: Mathematics, Physics and Electrical Engineering

Dr David (Zhiwei) Gao

Reader. Department: Mathematics, Physics and Electrical Engineering

Before joining Northumbira University, he held research and academic positions respectively in Newcaslte University, University of Liverpool, University of Leicester, University of Manchester, University of Duisburg-Essen, and Tianjin University. 

He was elevated to IEEE Fellow for contributions to real-time diagnosis and control for wind turbine systems in 2023. He is awarded the RAEng / Leverhulme Trust Research Fellowship devoting to real-time diagnosis and health management for wave energy conversion systems in 2024. He is also the Fellow of AAIA, Fellow of AIIA, and Fellow of HEA.

Dr. Gao is currently the Co-EIC of IEEE Transactions on Industrial Informatics, Senior Editor of IEEE Access, Area Editor of Journal of Ambient Intelligence and Humanized Computing (Springer), Assoicate Editor of IEEE Transactions on Systems Man and Cybernetics: Systems, and  ISA Transactions (Elsevier), and the editorial board member of Renewable Energy (Elsevier).

He was the Associate Editor of IEEE Transactions on Automatic Control, IEEE Transactions on Control Systems Technology, IEEE Transactions on Industrial Informatics, and IEEE Transactions on Industral Electronics. 

Zhiwei Gao

  • Please visit the Pure Research Information Portal for further information
  • 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
  • Advanced Global Maximum Power Point Tracking (GMPPT) in PV Systems Using a Triangular Four-Subset Fuzzy Logic and P&O Hybrid Approach, Wu, H., Gao, Z. 11 Jul 2024, 2024 4th International Symposium on Electrical, Electronics and Information Engineering (ISEEIE 2024), IEEE
  • Application and Research of Music Generation System Based on CVAE and Transformer-XL in Video Background Music, Min, J., Gao, Z., Wang, L. 22 Oct 2024, In: IEEE Transactions on Industrial Informatics
  • Application Research of Short-Time Fourier Transform in Music Generation Based on the Parallel WaveGan System, Min, J., Gao, Z., Wang, L., Zhang, A. 1 Sep 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. 1 Jun 2024, In: IEEE Transactions on Industrial Informatics
  • Designing a Completely Distributed Interval Observer for the LTI System, Wang, X., Xu, W., Su, H., Gao, Z., Chen, G. 30 Sep 2024, In: IEEE Transactions on Automatic Control
  • Enhancing Multivariate Time Series Anomaly Detection With an Inference Stacked Recurrent-Autoencoder in Strong Mechanistic Contexts, Xie, T., Gao, Z., Xu, Q., Jiang, C., Zhang, A. 13 Nov 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. 1 Jul 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

  • 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
  • Yichuan Fu Data-Driven Fault Classification for Wind Turbine Systems Start Date: 01/02/2016 End Date: 21/04/2021
  • 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
  • Xiaoxu Liu Fault estimation and fault tolerant control with application to wind turbine systems Start Date: 01/10/2014 End Date: 26/03/2018

  • Engineering PhD April 14 1996
  • Alexander von Humboldt Fellowship (AvH Research Fellow) 2004
  • Fellow, Industry Academy within the International Artificial Intelligence Industry Alliance (AIIA) 2024
  • Royal Academy Engineering/Leverhulme Trust Fellowship (RAEng/Leverhulme Research Fellow) 2024
  • Fellow Asia-Pacific Artificial Intelligence Association (AAIA) 2023
  • Fellow Institute of Electrical & Electronic Engineers (IEEE) 2023
  • Fellow, Higher Education Academy (HEA) 2015


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