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 | 103 | 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 | 47 | 2022 |
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 | 27 | 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 | 21 | 2020 |
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 | 14 | 2023 |
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 | 12 | 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 | 12 | 2019 |
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 | 10 | 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 | 10 | 2023 |
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 | 9 | 2023 |
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 | 9 | 2022 |
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 | 7 | 2022 |
MASK-CNN-Transformer for real-time multi-label weather recognition S Chen, T Shu, H Zhao, YY Tang Knowledge-Based Systems 278, 110881, 2023 | 6 | 2023 |
A demand-side load event detection algorithm based on wide-deep neural networks and randomized sparse backpropagation C Li, G Liang, H Zhao, G Chen Frontiers in Energy Research 9, 720831, 2021 | 6 | 2021 |
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 | 5 | 2023 |
Super-resolution perception for wind power forecasting by enhancing historical data G Liu, S Zhang, H Zhao, J Liu, G Liang, J Zhao, G Sun Frontiers in Energy Research 10, 959333, 2022 | 5 | 2022 |
Mobile battery energy storage system control with knowledge‐assisted deep reinforcement learning H Zhao, Z Liu, X Mai, J Zhao, J Qiu, G Liu, ZY Dong, AMYM Ghias Energy Conversion and Economics 3 (6), 381-391, 2022 | 4 | 2022 |
A new model-based Web service clustering algorithm H Zhao, J Wen, J Zhao, F Luo 2016 IEEE Region 10 Conference (TENCON), 3468-3472, 2016 | 4 | 2016 |
A Temporal Convolutional Neural Network with Attention Mechanism for Industrial Non-Intrusive Load Monitoring G Liu, G Liang, H Zhao, J Zhao, J Liu, Z Wu 2021 IEEE 5th Conference on Energy Internet and Energy System Integration …, 2021 | 3 | 2021 |
Gas generation portfolio management strategy based on financial derivatives: Options S Lai, Y Tao, J Qiu, J Zhao, H Zhao 2019 9th International Conference on Power and Energy Systems (ICPES), 1-6, 2019 | 3 | 2019 |