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Journals

  1. Qi Wu, Chen Dong, Fanghong Guo†, Lei Wang, Xiang Wu and Changyun Wen, Privacy-preserving federated learning for power transformer fault diagnosis with unbalanced data. IEEE Transactions on Industrial Informatics, vol.20, no.4, pp.5383-5394, 2024. doi: 10.1109/TII.2023.3333914.

  2. Caoyuan Gu, Xiang Wu, Wen-An Zhang†, Hongjie Ni, Steven X. Ding, Active Disturbance Rejection Formation Control for Multiagent Systems with Input Constraints .

  3. QIU Xiang, CHEN Wei, WU Qi†, HU Fo, LU Kangdi. Non-intrusive anomaly detection for carving machine systems based on CAE GMHMM under multiple working conditions. High Technology Letters, 2024.

  4. Dajian Huang, Wen-An Zhang† and Steven X. Ding. Bearing fault diagnosis with incomplete training data: Fault data with partial diameters. IEEE Transactions on Automation Science and Engineering, published online, doi: 10.1109/TASE.2023.3294811.

  5. Dajian Huang, Wen-An Zhang†, Fanghong Guo, Weijiang Liu and Xiaoming Shi. Wavelet packet decomposition-based multiscale CNN for fault diagnosis of wind turbine gearbox. IEEE Transactions on Cybernetics, 2023, 53(1): 443-453. doi: 10.1109/TCYB.2021.3123667.

  6. Qi Wu, Shijian Dong, Wen-An Zhang† and Li Yu. Online modeling of the CNC engraving system with dead-zone input nonlinearity. IEEE Transactions on Industrial Electronics, 2022, 69(1): 774-782, doi: 10.1109/TIE.2020.3044819.

  7. Yao-Wei Wang, Tao Yan, Wen-An Zhang†, Min Wu, Chengda Lu. Learning-enabled output feedback MPC based synchronization tracking control of multi-axis motion systems. IEEE Transactions on Industrial Electronics,2022 , doi:10.1109/TIE.2022.3203753.(c)

  8. Yao-Wei Wang,Xiang Wu, Wen-An Zhang, Min Wu†. Equivalent-Input-Disturbance-Based Position Synchronization Control of Networked Multiaxis Motion System. IEEE Transactions on Industrial Electronics, 69 (8): 8317-8324, 2022, doi:10.1109/TIE.2021.3106021.(c)

  9. Yao-Wei Wang, Andong Liu, Wen-An Zhang†, Min Wu. Synchronization tracking control of networked multi-axis motion systems: A cooperative distributed model predictive control approach., Control Engineering Practice, 126: 1-8, 2022, doi:10.1016/j.conengprac.2022.105233.(c)

  10. Dajian Huang, Xiufang Shi ，Wenan-An Zhang†. False data injection attack detection for industrial control systems based on both time- and frequency-domain analysis of sensor data. IEEE Internet of Things Journal, 2021, 8(1): 585-595. doi: 10.1109/JIOT.2020.3007155.

  11. Qi Wu, Li Yu, Yao-Wei Wang and Wen-An Zhang†. LESO-based position synchronization control for networked multi-axis servo systems with time-varying delay. IEEE-CAA Journal of Automatica Sinica, 2020, 7(4): 1116-1123, doi: 10.1109/JAS.2020.1003264.

  12. Yao-Wei Wang, Wen-An Zhang†, Li Yu. A LADRC Approach to Position Synchronization Control for NIMS.IEEE Transactions on Control of Network Systems, 7 (4): 1746-1756, 2020, doi: 10.1109/TCNS.2020.2999305

  13. Yao-Wei Wang, Wen-An Zhang†, Li Yu. GESO,Based Position Synchronization Control of Networked Multi-Axis Motion System. IEEE Transactions on Industrial Informatics,16 (1): 248-257, 2020 , doi:10.1109/TII.2019.2915321.

  14. Yao-Wei Wang,Wen-An Zhang†, Li Yu. A LADRC based fuzzy PID approach to contour error control of NMCS with time‐varying delays. Asian Journal of Control. 22 (5): 1973-1985, 2020, doi:10.1002/asjc.2080

  15. Junwei Zhu†, Caoyuan Gu, Steven X. Ding, Wen-An Zhang, Xin Wang and Li Yu. A new observer-based cooperative fault-tolerant tracking control method with application to networked multiaxis motion control system. IEEE Transactions on Industrial Electronics, 2020, 68(8): 7422-7432, doi: 10.1109/TIE.2020.3001857.

  16. Caoyuan Gu, Junwei Zhu†, Wen-An Zhang and Li Yu. Sensor attack detection for cyber‐physical systems based on frequency domain partition. IET Control Theory & Applications, 2020, 14(11): 1452-1466.

  17. Yao-Wei Wang, Wen-An Zhang†, Li Yu, et al. A GESO based MPC approach to contour error control of networked motion control system. International Journal of Systems Science. 50 (11): 2216-2225, 2019, doi:10.1080/00207721.2019.1648705 .

  18. Yao-Wei Wang, Andong Liu,Wen-An Zhang†, Li Yu. GESO-based control for networked systems with time-varying delays.,Measurement. 133:281-287, 2019, doi:10.1016/j.measurement.2018.10.022

  19. Yao-Wei Wang,Wen-An Zhang†, et al. GESO Based Control for Networked Interconnected Systems with Delays. Asian Journal of Control. 20 (3): 1253-1262, 2018, doi:10.1002/asjc.1622

  20. Xiang Qiu, Wenze Jiang, Qi Wu†, Baokang Zhang and Qiyun Ge. Condition evaluation for high-voltage switchgears by combined expert knowledge-driven and data-driven methodology. Chinese High Technology Letters, 2023, Early access. (in Chinese)

  21. Junwei Zhu†, Caoyuan Gu, Ding Wang, Wen-An Zhang and Xin Wang. Design of an intelligent cooperative fault-tolerant trajectory tracking control system for multi-servo motors. Control Theory & Applications, 2021, 38(7): 1023-1032, doi: 10.7641/CTA.2021.00627. (in Chinese)

  22. Dan Jin, Qi Wu, Bo Chen† and Li Yu. Model-free H∞ control for cyber-physical systems under DoS attacks. Control and Decision, 2022, 37(10): 2565-2574, doi:10.13195/j.kzyjc.2021.0278. (in Chinese)

  23. Wen-An Zhang, Jiangxu Cheng, Qi Wu and Xiufang Shi†. Intrusion detection for gas SCADA system based on OCSVM. Control Engineering of China, 2021, 28(8): 1580-1587, doi: 10.14107/j.cnki.kzgc.20190708. (in Chinese)

  24. Wen-An Zhang, Zhen Hong†, Junwei Zhu and Bo Chen. A survey of network intrusion detection methods for industrial control systems. Control and Decision, 2019, 34(11): 2277-2288, doi: 10.13195/j.kzyjc.2019.1302. (in Chinese)

  25. Caoyuan Gu, Junwei Zhu†, Wen-An Zhang, Li Yu and Hui Dong. Intrusion-tolerant synchronous control for networked multi-axis motion control system, Control and Decision, 2019, 34(11): 2289-2296, doi: 10.13195/j.kzyjc.2019.0537. (in Chinese)

Conference Proceedings

  1. Baokang Zhang, Yuhang Ma, Qiyun Ge, Qi Wu, Jianhua Liu , Wen-An Zhang†, Insider Risk Detection of EMS in Energy Storage Systems Based on Random Walks and Heterogeneous Graph Embedding. The 14th Asian Control Conference., Dalian, China, 2024.

  2. Qi Wu, Baokang Zhang, Guangpu Huang, Xiang Wu†, Wen-An Zhang, and Hui Dong. Anomaly detection for networked motion control systems using finite-time EID approach. IEEE 17th Conference on Industrial Electronics and Applications, Chengdu, China, 2022.

  3. Yijun Shen, Qi Wu†, Dajian Huang, Shijian Dong and Bo Chen. Fault detection method based on multi-scale convolutional neural network for wind turbine gearbox. The 16th International Conference on Control, Automation, Robotics and Vision, Shenzhen, China, 2020, pp. 838-842, doi: 10.1109/ICARCV50220.2020.9305514.

  4. Wen-An Zhang†, Yinfeng Miao, Qi Wu, Li Yu and Xiufang Shi. Intrusion detection of industrial control system based on double-layer one-class support vector machine. 21st IFAC World Congress 2020, Berlin, Germany, 2020, pp. 2513-2518, doi: 10.1016/j.ifacol.2020.12.226.

  5. Caoyuan Gu, Junwei Zhu†, Dajian Huang and Xin Wang, Fault detection and classification for wind turbine gearbox via a time-frequency analysis method. 2020 IEEE 9th Data Driven Control and Learning Systems Conference (DDCLS), Liuzhou, China, 2020, pp. 1098-1102, doi: 10.1109/DDCLS49620.2020.9275250.

Authorized Patent

  1. A Stealthy Attack Detection Method Based on Multi-Scale Sample Entropy and Bayesian Network Zhang Wen'an, Zhang Baokang; Huang Dazhuang; Wu Qi.ZL 2021 1 0060142.7

  2. Method for short-term rolling forecasting of photovoltaic power generation based on improved MKPLS Wu Qi; Zhang Wen'an; Huang Dazhuang; Wang Linqing; Huang Liuliu; Zhang Baoqiang ZL 2021 1 0644827.6

  3. A method for early warning of gearbox failures in wind turbine generator sets based on big data from the CMS system Zhang Wen'an, Gu Caoyuan, Huang Dazhuang, Xu Bowen, Zhu Junwei, Guo Fenghong, Liu Weijiang and Shi Xiaoming ZL 2020 1 0419467.5

  4. A wind turbine gearbox fault diagnosis method based on wavelet packet decomposition and convolutional neural network. Zhang Wen'an, Huang Dazhuang, Guo Fenghong. ZL 2020 1 0216372.3

  5. Method for locating gearbox faults in wind turbine generator sets based on big data from the CMS system, combined with standard deviation and wavelet entropy. Zhang Wen'an, Huang Dazhuang, Gu Caoyuan, Xu Bowen, Guo Fenghong, Zhu Junwei, Liu Weijiang and Shi Xiaoming. ZL 2020 1 0419452.9

  6. A method for detecting man-in-the-middle attacks in networked CNC systems based on a Gaussian Radial Basis Function classifier.Wu Qi, Zhang Wen'an, Miao Yinfeng, Cheng Jiangxu, Shi Xiufang, Hong Bang and Yu Li. ZL 2019 1 0511008.7.

  7. A method for detecting man-in-the-middle attacks in a gas SCADA system based on a single classification support vector machine. Zhang Wen'an, Cheng Jiangxu, Wu Qi, Hu Hao, Chen Gang, Miao Yinfeng, Shi Xiufang and Chen Bo. ZL 2019 1 0524668.9

  8. A method for detecting covert attacks in repetitive processing processes based on Hidden Markov Models (HMM).Zhang Wen'an, Huang Dazhuang, Shi Xiufang and Chen Bo.ZL 2019 1 0494707.5

  9. A method for identifying multiple sensor attacks in networked motion control systems. Zhu Junwei, Gu Caoyuan, Zhang Wen'an, Yu Li, Dong Hui and Xu Jianming.ZL 2019 1 0597169.2

  10. A method for detecting frequency domain partition attacks in networked motion control systems.Zhu Junwei, Gu Caoyuan, Zhang Wen'an, Yu Li, Dong Hui and Xu Jianming.ZL 2019 1 0801564.8