| Data-driven load frequency control for stochastic power systems: A deep reinforcement learning method with continuous action search Z Yan, Y Xu IEEE Transactions on Power Systems 34 (2), 1653-1656, 2018 | 379 | 2018 |
| A multi-agent deep reinforcement learning method for cooperative load frequency control of a multi-area power system Z Yan, Y Xu IEEE Transactions on Power Systems 35 (6), 4599-4608, 2020 | 309 | 2020 |
| Real-Time Optimal Power Flow: A Lagrangian Based Deep Reinforcement Learning Approach Z Yan, Y Xu IEEE Transactions on Power Systems 35 (4), 3270-3273, 2020 | 182 | 2020 |
| Vulnerability assessment of deep reinforcement learning models for power system topology optimization Y Zheng, Z Yan, K Chen, J Sun, Y Xu, Y Liu IEEE Transactions on Smart Grid 12 (4), 3613-3623, 2021 | 49 | 2021 |
| A hybrid data-driven method for fast solution of security-constrained optimal power flow Z Yan, Y Xu IEEE Transactions on Power Systems 37 (6), 4365-4374, 2022 | 39 | 2022 |
| Deep reinforcement learning‐based optimal data‐driven control of battery energy storage for power system frequency support Z Yan, Y Xu, Y Wang, X Feng IET Generation, Transmission & Distribution 14 (25), 6071-6078, 2020 | 26 | 2020 |
| Real-time optimal power flow with linguistic stipulations: integrating GPT-Agent and deep reinforcement learning Z Yan, Y Xu IEEE Transactions on Power Systems 39 (2), 4747-4750, 2023 | 16 | 2023 |
| Data‐driven robust planning of electric vehicle charging infrastructure for urban residential car parks Z Yan, T Zhao, Y Xu, LH Koh, J Go, WL Liaw IET Generation, Transmission & Distribution 14 (26), 6545-6554, 2020 | 15 | 2020 |
| Topology Optimization of Power Systems Combining Deep Reinforcement Learning and Domain Knowledge Z Yan, Y Xu Automation of Electric Power Systems 46 (1), 60-68, 2022 | 10 | 2022 |
| Data-driven economic control of battery energy storage system considering battery degradation Z Yan, Y Xu, Y Wang, X Feng 2019 9th International Conference on Power and Energy Systems (ICPES), 1-5, 2019 | 8 | 2019 |
| A dimensional augmentation-based data-driven method for detecting false data injection in smart meters Z Du, Z Yan, Y Xu IEEE Transactions on Smart Grid 15 (1), 1180-1183, 2023 | 6 | 2023 |
| 结合深度强化学习与领域知识的电力系统拓扑结构优化 严梓铭， 徐岩 电力系统自动化 46 (1), 60-68, 2022 | 6 | 2022 |
| Regional-privacy-preserving operation of networked microgrids: Edge-cloud cooperative learning with differentiated policies Q Xia, Y Wang, Y Zou, Z Yan, N Zhou, Y Chi, Q Wang Applied Energy 370, 123611, 2024 | 4 | 2024 |
| A Probabilistic Forecasting Method for Residential Load Demand based on Statistical Error Analysis Z Du, Z Yan, Y Xu, R Zhang 2022 IEEE Power & Energy Society General Meeting (PESGM), 01-05, 2022 | 3 | 2022 |
| A multi-agent deep reinforcement learning based multi-timescale voltage control for distribution system B Wang, Y Xu, SB Hee, Z Yan 2021 IEEE 5th Conference on Energy Internet and Energy System Integration …, 2021 | 3 | 2021 |
| Physical model-assisted deep reinforcement learning for energy management optimization of industrial electric-hydrogen coupling system with hybrid energy storage Q Xia, Q Wang, Y Zou, Y Chi, Z Yan, Q Meng, N Zhou, JM Guerrero Journal of Energy Storage 100, 113477, 2024 | 2 | 2024 |
| Probabilistic PV Power Forecasting by a Multi-Modal Method using GPT-Agent to Interpret Weather Conditions Z Yan, D Zhenyuan, Y Xu, Z Zhou 2024 IEEE 19th Conference on Industrial Electronics and Applications (ICIEA …, 2024 | 1 | 2024 |
| A Hybrid Monotonic Neural Network Approach for Multi-Area Power System Load Frequency Control Against FGSM Attack X Liu, Q Jiao, S Qiao, Z Yan, S Wen, P Wang IEEE Transactions on Circuits and Systems II: Express Briefs, 2024 | 1 | 2024 |
| Load frequency control with deep reinforcement learning under adversarial attacks X Liu, Q Jiao, Z Yan 2023 IEEE 18th Conference on Industrial Electronics and Applications (ICIEA …, 2023 | 1 | 2023 |
| Advanced operation and control of distributed and grid-scale energy storage in modern low-voltage power systems C Zhang, Y Zhou, X Su, B Wang, Z Yan Frontiers in Energy Research 12, 1447772, 2024 | | 2024 |
Yan XuCham Tao Soon Professor in Engineering, Nanyang Technological University, SingaporeE-mailová adresa ověřena na: ntu.edu.sg