| Reinforcement learning and its applications in modern power and energy systems: A review D Cao, W Hu, J Zhao, G Zhang, B Zhang, Z Liu, Z Chen, F Blaabjerg Journal of modern power systems and clean energy 8 (6), 1029-1042, 2020 | 367 | 2020 |
| Optimized sizing of a standalone PV-wind-hydropower station with pumped-storage installation hybrid energy system X Xu, W Hu, D Cao, Q Huang, C Chen, Z Chen Renewable Energy 147, 1418-1431, 2020 | 312 | 2020 |
| A multi-agent deep reinforcement learning based voltage regulation using coordinated PV inverters D Cao, W Hu, J Zhao, Q Huang, Z Chen, F Blaabjerg IEEE Transactions on Power Systems 35 (5), 4120-4123, 2020 | 231 | 2020 |
| A novel hybrid short-term load forecasting method of smart grid using MLR and LSTM neural network J Li, D Deng, J Zhao, D Cai, W Hu, M Zhang, Q Huang IEEE Transactions on Industrial Informatics 17 (4), 2443-2452, 2020 | 227 | 2020 |
| Optimizing investments in coupled offshore wind-electrolytic hydrogen storage systems in Denmark P Hou, P Enevoldsen, J Eichman, W Hu, MZ Jacobson, Z Chen Journal of Power Sources 359, 186-197, 2017 | 202 | 2017 |
| Optimized placement of wind turbines in large-scale offshore wind farm using particle swarm optimization algorithm P Hou, W Hu, M Soltani, Z Chen IEEE Transactions on Sustainable Energy 6 (4), 1272-1282, 2015 | 199 | 2015 |
| A heuristic planning reinforcement learning-based energy management for power-split plug-in hybrid electric vehicles T Liu, X Hu, W Hu, Y Zou IEEE Transactions on Industrial Informatics 15 (12), 6436-6445, 2019 | 197 | 2019 |
| Investigation of wind speed cooling effect on PV panels in windy locations N Gökmen, W Hu, P Hou, Z Chen, D Sera, S Spataru Renewable Energy 90, 283-290, 2016 | 191 | 2016 |
| Optimal operation of plug-in electric vehicles in power systems with high wind power penetrations W Hu, C Su, Z Chen, B Bak-Jensen IEEE Transactions on Sustainable Energy 4 (3), 577-585, 2013 | 181 | 2013 |
| Flicker mitigation by active power control of variable-speed wind turbines with full-scale back-to-back power converters W Hu, Z Chen, Y Wang, Z Wang IEEE Transactions on Energy Conversion 24 (3), 640-649, 2009 | 168 | 2009 |
| A review of offshore wind farm layout optimization and electrical system design methods P Hou, J Zhu, K Ma, G Yang, W Hu, Z Chen Journal of Modern Power Systems and Clean Energy 7 (5), 975-986, 2019 | 161 | 2019 |
| Optimal operation strategy of battery energy storage system to real-time electricity price in Denmark W Hu, Z Chen, B Bak-Jensen IEEE PES general meeting, 1-7, 2010 | 154 | 2010 |
| Data-driven multi-agent deep reinforcement learning for distribution system decentralized voltage control with high penetration of PVs D Cao, J Zhao, W Hu, F Ding, Q Huang, Z Chen, F Blaabjerg IEEE Transactions on Smart Grid 12 (5), 4137-4150, 2021 | 149 | 2021 |
| Deep reinforcement learning–based approach for optimizing energy conversion in integrated electrical and heating system with renewable energy B Zhang, W Hu, D Cao, Q Huang, Z Chen, F Blaabjerg Energy conversion and management 202, 112199, 2019 | 132 | 2019 |
| Electric vehicle charging management based on deep reinforcement learning S Li, W Hu, D Cao, T Dragičević, Q Huang, Z Chen, F Blaabjerg Journal of Modern Power Systems and Clean Energy 10 (3), 719-730, 2021 | 127 | 2021 |
| Combined optimization for offshore wind turbine micro siting P Hou, W Hu, M Soltani, C Chen, Z Chen Applied energy 189, 271-282, 2017 | 122 | 2017 |
| Dynamic energy conversion and management strategy for an integrated electricity and natural gas system with renewable energy: Deep reinforcement learning approach B Zhang, W Hu, J Li, D Cao, R Huang, Q Huang, Z Chen, F Blaabjerg Energy conversion and management 220, 113063, 2020 | 120 | 2020 |
| Attention enabled multi-agent DRL for decentralized volt-VAR control of active distribution system using PV inverters and SVCs D Cao, J Zhao, W Hu, F Ding, Q Huang, Z Chen IEEE transactions on sustainable energy 12 (3), 1582-1592, 2021 | 118 | 2021 |
| A reactive power dispatch strategy with loss minimization for a DFIG-based wind farm B Zhang, P Hou, W Hu, M Soltani, C Chen, Z Chen IEEE transactions on sustainable energy 7 (3), 914-923, 2016 | 116 | 2016 |
| Optimal operational strategy for an offgrid hybrid hydrogen/electricity refueling station powered by solar photovoltaics X Xu, W Hu, D Cao, Q Huang, W Liu, MZ Jacobson, Z Chen Journal of Power Sources 451, 227810, 2020 | 115 | 2020 |
Zhe ChenProfessor at Department of Energy Technology, Aalborg University, DenmarkE-mailová adresa ověřena na: et.aau.dk