Interval-Aware Probabilistic Slow Feature Analysis for Irregular Dynamic Process Monitoring With Missing Data. - Jiale Zheng; Xu Chen 045; Chunhui Zhao 001 (IEEE Trans. Syst. Man Cybern. Syst., 2023)

Pyramid-type zero-shot learning model with multi-granularity hierarchical attributes for industrial fault diagnosis. - Xu Chen 045; Chunhui Zhao 001; Jinliang Ding (Reliab. Eng. Syst. Saf., 2023)

Statelets extraction-guided contrastive learning for detection of control performance degradation with varying degrees. - Jie Wang 063; Xu Chen 045; Jiaqi Yue; Chunhui Zhao 001 (Adv. Eng. Informatics, 2024)

Full Decoupling High-Order Dynamic Mode Decomposition for Advanced Static and Dynamic Synergetic Fault Detection and Isolation. - Xu Chen 045; Jiale Zheng; Chunhui Zhao 001; Min Wu 002 (IEEE Trans Autom. Sci. Eng., 2024)

From Coarse to Fine: Hierarchical Zero-Shot Fault Diagnosis With Multigrained Attributes. - Xu Chen 045; Baolin Zhang; Chunhui Zhao 001; Jinliang Ding; Wenhai Wang (IEEE Trans. Fuzzy Syst., 2024)

Input-Output Directed Dependency: Driving-Disentangled Dynamic Mode Decomposition for Control System Representation Learning and Monitoring. - Xu Chen 045; Chunhui Zhao 001; Jinliang Ding; Shunyi Zhao (IEEE Trans. Ind. Electron., 2024)

Piecewise just-in-time data recovering and fault detection method for time-varying wind power generation process with missing data. - Junyu Chang; Hua Jing; Xu Chen 045; Chunhui Zhao 001 (Int. J. Mach. Learn. Cybern., 2025)