| A Fully Data-Driven Method based on Generative Adversarial Networks for Power System Dynamic Security Assessment with Missing Data C Ren, Y Xu IEEE Transactions on Power Systems, 2019 | 186 | 2019 |
| Transfer Learning-based Power System Online Dynamic Security Assessment: Using One Model to Assess Many Unlearned Faults C Ren, Y Xu IEEE Transactions on Power Systems, 2019 | 84 | 2019 |
| A Hierarchical Data-Driven Method for Event-based Load Shedding Against Fault-Induced Delayed Voltage Recovery in Power Systems Q Li, Y Xu, C Ren IEEE Transactions on Industrial Informatics, 2020 | 67 | 2020 |
| A Hybrid Randomized Learning System for Temporal-Adaptive Voltage Stability Assessment of Power Systems C Ren, Y Xu, Y Zhang, R Zhang IEEE Transactions on Industrial Informatics, 2019 | 55 | 2019 |
| Post-disturbance transient stability assessment of power systems towards optimal accuracy-speed tradeoff C Ren, Y Xu, Y Zhang Protection and Control of Modern Power Systems 3 (2), 1-10, 2018 | 41 | 2018 |
| PV Generation Forecasting with Missing Data: A Super-Resolution Perception Approach W Liu, C Ren, Y Xu IEEE Transactions on Sustainable Energy, 2020 | 27 | 2020 |
| An Integrated Transfer Learning Method for Power System Dynamic Security Assessment of Unlearned Faults with Missing Data C Ren, Y Xu, B Dai, R Zhang IEEE Transactions on Power Systems, 2021 | 26 | 2021 |
| Vulnerability analysis, robustness verification, and mitigation strategy for machine learning-based power system stability assessment model under adversarial examples C Ren, X Du, Y Xu, Q Song, Y Liu, R Tan IEEE Transactions on Smart Grid 13 (2), 1622-1632, 2021 | 22 | 2021 |
| An Interpretable Deep Learning Method for Power System Transient Stability Assessment via Tree Regularization C Ren, Y Xu, R Zhang IEEE Transactions on Power Systems, 2021 | 21 | 2021 |
| Robustness Verification for Machine Learning-based Power System Dynamic Security Assessment Models under Adversarial Examples C Ren, Y Xu IEEE Transactions on Control of Network Systems, 2022 | 17 | 2022 |
| A multiple randomized learning based ensemble model for power system dynamic security assessment C Ren, Y Xu, Y Zhang, C Hu 2018 IEEE Power & Energy Society General Meeting (PESGM), 1-5, 2018 | 16 | 2018 |
| Understanding Credibility of Adversarial Examples against Smart Grid: A Case Study for Voltage Stability Assessment Q Song, R Tan, C Ren, Y Xu 12th ACM International Conference on Future Energy Systems (e-Energy), 2021 | 13 | 2021 |
| A Hybrid Data-Driven Method for Online Power System Dynamic Security Assessment with Incomplete PMU Measurements Q Li, Y Xu, C Ren, J Zhao 2019 IEEE Power & Energy Society General Meeting (PESGM), 1-5, 2019 | 11 | 2019 |
| A Super-Resolution Perception-based Incremental Learning Approach for Power System Voltage Stability Assessment with Missing PMU Measurements C Ren, Y Xu, J Zhao, R Zhang, T Wan CSEE Journal of Power and Energy Systems, 2021 | 9 | 2021 |
| A Universal Defense Strategy for Data-Driven Power System Stability Assessment Models under Adversarial Examples C Ren, Y Xu IEEE Internet of Things Journal, 2022 | 8 | 2022 |
| A Missing-Data Tolerant Hybrid Learning Method for Solar Power Forecasting W Liu, C Ren, Y Xu IEEE Transactions on Sustainable Energy, 2022 | 8 | 2022 |
| Towards quantum federated learning C Ren, H Yu, R Yan, M Xu, Y Shen, H Zhu, D Niyato, ZY Dong, LC Kwek arXiv preprint arXiv:2306.09912, 2023 | 6 | 2023 |
| A transfer learning method for forecasting masked-load with behind-the-meter distributed energy resources Z Zhou, Y Xu, C Ren IEEE Transactions on Smart Grid 13 (6), 4961-4964, 2022 | 6 | 2022 |
| A Probabilistic Data-Driven Method for Response-based Load Shedding Against Fault-Induced Delayed Voltage Recovery in Power Systems Q Li, Y Xu, C Ren IEEE Transactions on Power Systems, 2022 | 6 | 2022 |
| An Incremental Broad Learning Method for Real-Time Updating of Data-Driven Power System Dynamic Security Assessment C Ren, Y Xu IET Generation, Transmission & Distribution, 2020 | 6 | 2020 |
Yan XuCham Tao Soon Professor in Engineering, Nanyang Technological University, Singapore在 ntu.edu.sg 的电子邮件经过验证
