Prof. Zhang has published more than 200 journal and conference papers, include 1 book, 2 book chapters, and 9 patents.
- D. Wang, Y. Ye, B. Zhang, Practical Iterative Learning Control with Frequency Domain Design and Sampled Data Implementation, Springer, 2014. https://www.springer.com/us/book/9789814585590
- B. Zhang, Prognostics: A Battery Case Study, in book: Fault Diagnosis for Inverter Power Drives, Ed. Antonio Ginart. IET Publisher, 2018. https://www.theiet.org/resources/books/pow-en/pow-drives.cfm
- B. Zhang, T. Khawaja, R. Patrick, G. Vachtsevanos, M. Orchard, and A. Saxena, A Novel Blind Deconvolution De-Noising Scheme in Failure Prognosis, in book: Applications of Intelligent Control to Engineering Systems, Ed. Kimon P. Valavanis, Springer, 2009. Also appears at: Transactions of the Institute of Measurement & Control, 32(1), 2010.
Journal papers:
- E. Liu*, G. Niu*, D. Lyu, T. Yang, B. Zhang, Low-Cost Adaptive LS-DEKF for SOC Estimation and RDT Prediction with SFP Model IEEE Transactions on Instrumentation & Measurement, in press 2023
- G Niu*, E. Liu*, X. Wang*, and B. Zhang, A Hybrid Bearing Prognostic Method with Fault Diagnosis and Model Fusion, IEEE Transactions on Industrial Informatics, in press 2023
- A. Li, B. Zhang, P. Ziehl, A transfer learning approach for acoustic emission zonal localization on steel plate-like structure using numerical simulation and unsupervised domain adaptation, Mechanical Systems and Signal Processing
- K. Zhou, C. Tang, Y. Chen, B. Zhang, W. Lu, A Generic Multi-Frequency Repetitive Control Scheme for Power Converters, IEEE Transactions on Industrial Electronics, in press, 2023
- X. Jin, H. Pan, C. Ying, Z. Kong, Z. Xu, B. Zhang, Condition Monitoring of Wind Turbine Generator Based on Transfer Learning and One-Class Classifier, IEEE Sensors Journal, in press, 2022
- B. Wang*, Y. Liu, B. Zhang, Establishment and system stability analysis of high-speed train bearing system under variable speed conditions, International Journal of Mechanical System Dynamics, in press 2022
- X. Wang*, M. Imran, M. Ali, B. Zhang, Inter-digital Capacitor Sensor based Cable Health Monitoring, IEEE Transactions on Industrial Electronics, in press, 2022
- E. Liu*, X. Wang*, G. Niu*, D. Lyu, T. Yang, B. Zhang, Uncertainty Management in Lebesgue Sampling-based Li-ion Battery SFP Model for SOC Estimation and RDT Prediction, IEEE/ASME Transactions on Mechatronics, in press, 2022
- D. Lyu, G. Niu, E. Liu*, B. Zhang, G. Chen, T. Yang, E. Zio, Time space modelling for fault diagnosis and prognosis with uncertainty management: a general theoretical formulation, Reliability Engineering and System Safety, vol. 226 in press, 2022.
- Z. Kong, X. Jin, Z. Xu, and B. Zhang, Spatio-temporal Fusion Attention: A Novel Approach for Remaining Useful Life Prediction based on Graph Neural Network, IEEE Transactions on Instrumentation & Measurement, in press, 2022
- G. Niu*, E. Liu*, X. Wang*, P. Ziehl, B. Zhang, Enhanced Discriminate Feature Learning Deep Residual CNN for Multi-task Bearing Fault Diagnosis with Information Fusion, IEEE Transactions on Industrial Informatics, in press, 2022
- B. Wang, W. Chen, B. Zhang, P. Shi, H. Zhang, A nonlinear observer-based approach to robust cooperative tracking for heterogeneous spacecraft attitude control and formation applications, IEEE Transactions on Automatic Control, in press, 2022
- Y. Liu, B. Wang*, B. Zhang, S. Yang, Establishment of Dynamic Model for Axle Box Bearing of High-Speed Trains Under Variable Speed Conditions, Chinese Journal of Mechanical Engineering, 35, 47, 2022
Refereed Conference Articles
- D. Lyu, B. Zhang, E. Zio, T. Yang, The explainable uncertainty in degradation process: a discovery from ono-accelerated batteries degradation experiment, Annual Conference of the IEEE Industrial Electronics Society (IECON), 2022, Brussels, Belgium
- X. Wang, B. Zhang, Wire fault classification based on multi-frequency time domain transmission, Annual Conference of the IEEE Industrial Electronics Society (IECON), 2022, Brussels, Belgium
- E. Liu, G. Niu, X. Wang, B. Zhang, SOH diagnostic and prognostic based on external health indicator of Lithium-ion battery, Annual Conference of the IEEE Industrial Electronics Society (IECON), 2021, Toronto Canada
- X. Wang, A. Arman, M. Ali, B. Zhang, Cable Insulation Aging Simulation, Annual Conference of the IEEE Industrial Electronics Society (IECON), 2021, Toronto Canada
- G. Niu, E. Liu, P. Ziehl, and B. Zhang, A Two Stream Convolutional Neural Network for Bearing Fault Diagnosis with Data Fusion, American Society of Naval Engineers (ASNE), Intelligent Ships Symposium, Philadelphia, PA, 2021
- E. Liu, G. Niu, B. Zhang, State of Charge Estimation and Remaining-dischargeable-time Prediction Based on Simplified First Principal Model for Lithium-Ion Batteries, American Society of Naval Engineers (ASNE), Intelligent Ships Symposium, Philadelphia, PA, 2021
- G. Niu*, E. Liu*, B. Zhang, M. Golda, S. Mastro, A Deep Residual Convolutional Neural Network based Bearing Fault Diagnosis with Multi-sensor Data, IEEE International Conference on Industrial Cyber-Physical Systems (ICPS), Victoria, Canada, 2021
- D. Lyu, G. Niu*, T. Yang, G. Chen, and B. Zhang, Uncertainty Analysis in the Application of Fault Diagnosis and Prognosis, IEEE International Conference on Industrial Cyber-Physical Systems (ICPS), Victoria, Canada, 2021
- B. Wang, B. Zhang, X. Fang, Y. Zhao, Swarm cooperative control of heterogeneous industrial cyber-physical systems: a distributed observer approach, IEEE International Conference on Industrial Cyber-Physical Systems (ICPS), Victoria, Canada, 2021
- B. Wang, Y. Zhao, C. Shen, H. Liu, D. Zhang, X. Liang, B. Zhang, L. Zhang, Resilient and Networked Control of Complex Cyber-Physical Systems, 21st IFAC World Congress, 2020, Berlin, Germany.