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- Xia Wu , Xu Yang* , Jian Huang, Yuri A.W. Shardt. A remaining useful life prediction algorithm incorporating real-time and integrated model for hidden actuator degradation. ISA Transactions, 2024, 151: 243–257..
- Jian Huang, Xu Yang*, Kaixiang Peng. Double-layer distributed monitoring based on sequential correlation information for large-scale industrial processes in dynamic and static states. IEEE Transactions on Industrial Informatics, 2021, 17(9): 6419-6428..
- Jian Huang, Fan Wang, Liang Qiao, Xu Yang*. T-distributed stochastic neighbor embedding echo state network with state matrix dimensionality reduction for time series prediction. Engineering Applications of Artificial Intelligence, 2023, 122: 106055..
- Jingjing Gao, Xu Yang*, Jian Huang, Qing Li, Xian Zhou, Jiarui Cui. A hierarchical, enhanced information structure-based fault-tolerant control scheme for industrial interconnected systems with directed acyclic topology. Control Engineering Practice, 2024, 147: 105939..
- Jian Huang, Xiaoyang Sun, Xu Yang*, Kaixiang Peng. Fault detection for chemical processes based on non-stationarity sensitive cointegration analysis. ISA Transactions, 2022, 129: 321-333..
- Jingjing Gao, Xu Yang*, Jian Huang, Kaixiang Peng. A data-driven fault detection and fault-tolerant control scheme for large-scale systems and its application on multi-area interconnected power systems. IET Control theory and Applications, 2023, 17(4): 400-418..
- Xia Wu, Xu Yang*, Jian Huang, Jingjing Gao. Hiddenly degrading performance prognosis based on recursive modelincorporating double-layer rolling optimization strategy. Measurement, 2025, 239: 115364..
- Jian Huang, Xiaoyang Sun, Xu Yang*, Yuri A.W. Shardt. Active nonstationary variables selection based just-in-time co-integration analysis and slow feature analysis monitoring approach for dynamic processes. Journal of Process Control, 2022, 117: 112-121..
- Zhengxuan Zhang, Xu Yang*, Jian Huang, Yuri A.W. Shardt. Layer-wise-residual-driven approach for soft sensing in composite dynamic system based on slow and fast time-varying latent variables. Chemometrics and Intelligent Laboratory Systems, 2024, 254: 105245..