| Explainable AI in deep reinforcement learning models for power system emergency control K Zhang, J Zhang, PD Xu, T Gao, DW Gao IEEE Transactions on Computational Social Systems 9 (2), 419-427, 2021 | 101 | 2021 |
| Explainable AI in deep reinforcement learning models: A shap method applied in power system emergency control K Zhang, P Xu, J Zhang 2020 IEEE 4th conference on energy internet and energy system integration …, 2020 | 81 | 2020 |
| Real-time fast charging station recommendation for electric vehicles in coupled power-transportation networks: A graph reinforcement learning method P Xu, J Zhang, T Gao, S Chen, X Wang, H Jiang, W Gao International Journal of Electrical Power & Energy Systems 141, 108030, 2022 | 58 | 2022 |
| Parallel systems and digital twins: A data-driven mathematical representation and computational framework J Zhang, P Xu, FY Wang Acta Automatica Sinica 46 (7), 1346-1356, 2020 | 34 | 2020 |
| CNN-BiLSTM short-term wind power forecasting method based on feature selection Y Chen, H Zhao, R Zhou, P Xu, K Zhang, Y Dai, H Zhang, J Zhang, T Gao IEEE Journal of Radio Frequency Identification 6, 922-927, 2022 | 24 | 2022 |
| Active power correction strategies based on deep reinforcement learning—Part I: A simulation-driven solution for robustness P Xu, J Duan, J Zhang, Y Pei, D Shi, Z Wang, X Dong, Y Sun CSEE Journal of Power and Energy Systems 8 (4), 1122-1133, 2021 | 23 | 2021 |
| Enhanced oblique decision tree enabled policy extraction for deep reinforcement learning in power system emergency control Y Dai, Q Chen, J Zhang, X Wang, Y Chen, T Gao, P Xu, S Chen, S Liao, ... Electric Power Systems Research 209, 107932, 2022 | 20 | 2022 |
| An emergency control strategy for undervoltage load shedding of power system: A graph deep reinforcement learning method Y Pei, J Yang, J Wang, P Xu, T Zhou, F Wu IET Generation, Transmission & Distribution 17 (9), 2130-2141, 2023 | 14 | 2023 |
| A simulation-constraint graph reinforcement learning method for line flow control PD Xu, YZ Pei, X Zheng, J Zhang 2020 IEEE 4th Conference on Energy Internet and Energy System Integration …, 2020 | 14 | 2020 |
| A multi-hierarchical interpretable method for DRL-based dispatching control in power systems K Zhang, J Zhang, P Xu, T Gao, W Gao International Journal of Electrical Power & Energy Systems 152, 109240, 2023 | 12 | 2023 |
| A trustworthy framework of artificial intelligence for power grid dispatching systems K Zhang, P Xu, T Gao, J Zhang 2021 IEEE 1st international conference on digital twins and parallel …, 2021 | 12 | 2021 |
| Cascading fault early warning and location method of transmission networks based on wide area time-series power system state Z Mu, P Xu, K Zhang, T Gao, J Zhang IEEE Journal of Radio Frequency Identification 7, 6-11, 2022 | 8 | 2022 |
| 基于图强化学习的电力交通耦合网络快速充电需求引导研究 袁红霞， 张俊， 许沛东， 方舟 电网技术 45 (3), 979-986, 2021 | 8 | 2021 |
| A prior knowledge-embedded reinforcement learning method for real-time active power corrective control in complex power systems P Xu, J Zhang, J Lu, H Zhang, T Gao, S Chen Frontiers in Energy Research 10, 1009545, 2022 | 6 | 2022 |
| Blockchain Enabled Intelligence of Federated Systems (BELIEFS): An attack-tolerant trustable distributed intelligence paradigm S Chen, J Zhang, Y Bai, P Xu, T Gao, H Jiang, W Gao, X Li Energy Reports 7, 8900-8911, 2021 | 6 | 2021 |
| CPTCFS: CausalPatchTST incorporated causal feature selection model for short-term wind power forecasting of newly built wind farms H Zhao, P Xu, T Gao, JJ Zhang, J Xu, DW Gao International Journal of Electrical Power & Energy Systems 160, 110059, 2024 | 4 | 2024 |
| Parallel system based quantitative assessment and self-evolution for artificial intelligence of active power corrective control T Zhang, J Zhang, F Wang, P Xu, T Gao, H Zhang, R Si CSEE Journal of Power and Energy Systems 10 (1), 13-28, 2023 | 4 | 2023 |
| Wind power scenario generation based on denoising diffusion probabilistic model C Xu, Y Dai, P Xu, T Gao, J Zhang 2023 IEEE International Conference on Systems, Man, and Cybernetics (SMC …, 2023 | 4 | 2023 |
| Data-driven methods for situation awareness and operational adjustment of sustainable energy integration into power systems S Jin, Q Liu, W Zhang, Z He, Y He, L Zhang, Y Liu, P Xu, X Zhang, Y He Frontiers in Energy Research 11, 1253206, 2023 | 3 | 2023 |
| A review of AI and AI intelligence assessment T Zhang, T Gao, P Xu, J Zhang 2020 IEEE 4th Conference on Energy Internet and Energy System Integration …, 2020 | 3 | 2020 |
