| Conditional discriminative autoencoder and condition-driven immediate representation of soft transition for monitoring complex nonstationary processes X Chen, C Zhao Control Engineering Practice 122, 105090, 2022 | 24 | 2022 |
| Full decoupling high-order dynamic mode decomposition for advanced static and dynamic synergetic fault detection and isolation X Chen, J Zheng, C Zhao, M Wu IEEE Transactions on Automation Science and Engineering, 2022 | 18 | 2022 |
| Linear and nonlinear hierarchical multivariate time delay analytics for dynamic modeling and process monitoring X Chen, C Zhao Journal of Process Control 107, 83-93, 2021 | 17 | 2021 |
| Flexible Clockwork Recurrent Neural Network for multirate industrial soft sensor S Chang, X Chen, C Zhao Journal of Process Control 119, 86-100, 2022 | 13 | 2022 |
| Condition-driven soft transition modeling and monitoring strategy for complex nonstationary process X Chen, C Zhao IFAC-PapersOnLine 54 (3), 445-450, 2021 | 10 | 2021 |
| Interval-aware probabilistic slow feature analysis for irregular dynamic process monitoring with missing data J Zheng, X Chen, C Zhao IEEE Transactions on Systems, Man, and Cybernetics: Systems, 2023 | 6 | 2023 |
| Multivariate Time Delay Estimation Based on Dynamic Characteristic Analytics X Chen, C Zhao 2020 39th Chinese Control Conference (CCC), 2306-2311, 2020 | 6 | 2020 |
| Pyramid-type zero-shot learning model with multi-granularity hierarchical attributes for industrial fault diagnosis X Chen, C Zhao, J Ding Reliability Engineering & System Safety 240, 109591, 2023 | 5 | 2023 |
| Multiple Condition Indicator Decoupling and Hierarchical Monitoring for Large-Scale Nonstationary Processes X Chen, Y Hu, C Zhao Industrial & Engineering Chemistry Research 61 (14), 4896-4909, 2022 | 4 | 2022 |
| From Coarse to Fine: Hierarchical Zero-Shot Fault Diagnosis with Multi-grained Attributes X Chen, B Zhang, C Zhao, J Ding, W Wang IEEE Transactions on Fuzzy Systems, 2024 | 1 | 2024 |
| Partial transfer learning network for data imputation and soft sensor under various operation conditions J Ren, X Chen, C Zhao Journal of Central South University 30 (10), 3395-3413, 2023 | 1 | 2023 |
| Spatio-Temporal View GAIN for Data Imputation and Dynamic Soft Sensor J Ren, X Chen, C Zhao 2022 IEEE 11th Data Driven Control and Learning Systems Conference (DDCLS …, 2022 | 1 | 2022 |
| Statelets extraction-guided contrastive learning for detection of control performance degradation with varying degrees J Wang, X Chen, J Yue, C Zhao Advanced Engineering Informatics 61, 102470, 2024 | | 2024 |
| Input–Output Directed Dependency: Driving-Disentangled Dynamic Mode Decomposition for Control System Representation Learning and Monitoring X Chen, C Zhao, J Ding, S Zhao IEEE Transactions on Industrial Electronics, 2024 | | 2024 |
| Knowledge-driven domain adaptation strategy for rotating machinery fault diagnosis under varying working condition J Chang, J Yao, X Chen, C Zhao Measurement Science and Technology, 2024 | | 2024 |
| Semantic Knowledge Integrated Graph Convolutional Network for Zero-Sample Tracing of Control Performance Degradation X Chen, J Wang, J Yue, C Zhao Industrial & Engineering Chemistry Research 62 (49), 21265-21277, 2023 | | 2023 |
| Feature Disentangling Autoencoder for Anomaly Detection of Reactor Core Temperature with Feature Increment Strategy H Li, X Li, W Mao, J Chang, X Chen, C Zhao, W Wang Processes 11 (5), 1486, 2023 | | 2023 |
| Coarse-to-fine condition identification for wide-range non-stationary processes driven by coupled condition indicators J Zheng, X Chen, C Zhao Control Engineering Practice 128, 105328, 2022 | | 2022 |
