| Cooperative wind farm control with deep reinforcement learning and knowledge-assisted learning H Zhao, J Zhao, J Qiu, G Liang, ZY Dong IEEE Transactions on Industrial Informatics 16 (11), 6912-6921, 2020 | 130 | 2020 |
| Distributionally robust optimal dispatch in the power system with high penetration of wind power based on net load fluctuation data H Yang, R Liang, Y Yuan, B Chen, S Xiang, J Liu, H Zhao, E Ackom Applied Energy 313, 118813, 2022 | 73 | 2022 |
| Deep learning for cybersecurity in smart grids: Review and perspectives J Ruan, G Liang, J Zhao, H Zhao, J Qiu, F Wen, ZY Dong Energy Conversion and Economics 4 (4), 233-251, 2023 | 39 | 2023 |
| Survey on large language model-enhanced reinforcement learning: Concept, taxonomy, and methods Y Cao, H Zhao, Y Cheng, T Shu, Y Chen, G Liu, G Liang, J Zhao, J Yan, ... IEEE Transactions on Neural Networks and Learning Systems, 2024 | 36 | 2024 |
| Hybrid-model-based deep reinforcement learning for heating, ventilation, and air-conditioning control H Zhao, J Zhao, T Shu, Z Pan Frontiers in Energy Research 8, 610518, 2021 | 30 | 2021 |
| Data-driven risk preference analysis in day-ahead electricity market H Zhao, J Zhao, J Qiu, G Liang, F Wen, Y Xue, ZY Dong IEEE Transactions on Smart Grid 12 (3), 2508-2517, 2020 | 27 | 2020 |
| Linear-layer-enhanced quantum long short-term memory for carbon price forecasting Y Cao, X Zhou, X Fei, H Zhao, W Liu, J Zhao Quantum Machine Intelligence 5 (2), 26, 2023 | 25 | 2023 |
| TempEE: Temporal-Spatial Parallel Transformer for Radar Echo Extrapolation Beyond Auto-Regression S Chen, T Shu, H Zhao, G Zhong, X Chen IEEE Transactions on Geoscience and Remote Sensing, 2023 | 25 | 2023 |
| Real‐time emission and cost estimation based on unit‐level dynamic carbon emission factor J Liu, H Zhao, S Wang, G Liu, J Zhao, ZY Dong Energy Conversion and Economics 4 (1), 47-60, 2023 | 23 | 2023 |
| Applying Large Language Models to Power Systems: Potential Security Threats J Ruan, G Liang, H Zhao, G Liu, X Sun, J Qiu, Z Xu, F Wen, ZY Dong IEEE Transactions on Smart Grid, 2024 | 18 | 2024 |
| Dynamic multiscale fusion generative adversarial network for radar image extrapolation S Chen, T Shu, H Zhao, Q Wan, J Huang, C Li IEEE Transactions on Geoscience and Remote Sensing 60, 1-11, 2022 | 17 | 2022 |
| A hybrid method for electric spring control based on data and knowledge integration H Zhao, J Zhao, Y Zheng, J Qiu, F Wen IEEE Transactions on Smart Grid 11 (3), 2303-2312, 2019 | 17 | 2019 |
| Ensemble-based deep reinforcement learning for robust cooperative wind farm control B He, H Zhao, G Liang, J Zhao, J Qiu, ZY Dong International Journal of Electrical Power & Energy Systems 143, 108406, 2022 | 16 | 2022 |
| Fast and explainable warm-start point learning for AC Optimal Power Flow using decision tree Y Cao, H Zhao, G Liang, J Zhao, H Liao, C Yang International Journal of Electrical Power & Energy Systems 153, 109369, 2023 | 14 | 2023 |
| MASK-CNN-Transformer for real-time multi-label weather recognition S Chen, T Shu, H Zhao, YY Tang Knowledge-Based Systems 278, 110881, 2023 | 12 | 2023 |
| Metaverse‐based decentralised autonomous organisation in energy systems H Zhao, J Zhao, W Liu, Y Yan, J Huang, F Wen Energy Conversion and Economics 4 (6), 379-386, 2023 | 11 | 2023 |
| A double-chain blockchain with economic attributes and network constraints of prosumer transactions H Yang, Z Yang, S Xiang, H Zhao, E Ackom IEEE Transactions on Industrial Informatics 19 (3), 2351-2362, 2022 | 11 | 2022 |
| A real-time carbon emission estimation framework for industrial parks with non-intrusive load monitoring J Liu, G Liu, H Zhao, J Zhao, J Qiu, ZY Dong Sustainable Energy Technologies and Assessments 60, 103482, 2023 | 9 | 2023 |
| Free lunch for federated remote sensing target fine-grained classification: A parameter-efficient framework S Chen, T Shu, H Zhao, J Wang, S Ren, L Yang Knowledge-Based Systems 294, 111694, 2024 | 7 | 2024 |
| EWELD: A Large-Scale Industrial and Commercial Load Dataset in Extreme Weather Events G Liu, J Liu, Y Bai, C Wang, H Wang, H Zhao, G Liang, J Zhao, J Qiu Scientific Data 10 (1), 615, 2023 | 7 | 2023 |
Gaoqi LiangHarbin Institute of Technology, ShenzhenAdresse e-mail validée de hit.edu.cn