| A data-driven DRL-based home energy management system optimization framework considering uncertain household parameters K Ren, J Liu, Z Wu, X Liu, Y Nie, H Xu Applied Energy 355, 122258, 2024 | 45 | 2024 |
| An integrated fuzzy multi-energy transaction evaluation approach for energy internet markets considering judgement credibility and variable rough precision X Liu, J Liu, K Ren, X Liu, J Liu Energy 261, 125327, 2022 | 18 | 2022 |
| Reinforcement Learning-Based Bi-Level strategic bidding model of Gas-fired unit in integrated electricity and natural gas markets preventing market manipulation K Ren, J Liu, X Liu, Y Nie Applied Energy 336, 120813, 2023 | 17 | 2023 |
| GPU accelerated power flow calculation of integrated electricity and heat system with component-oriented modeling of district heating network Z Chen, J Liu, X Liu Applied Energy 305, 117832, 2022 | 15 | 2022 |
| A Bayesian deep learning-based probabilistic risk assessment and early-warning model for power systems considering meteorological conditions X Liu, J Liu, Y Zhao, T Ding, X Liu, J Liu IEEE Transactions on Industrial Informatics 20 (2), 1516-1527, 2023 | 9 | 2023 |
| A novel data-driven multi-energy load forecasting model Y Yao, S Li, Z Wu, C Yu, X Liu, K Yuan, JC Liu, Z Wu, J Liu Frontiers in Energy Research 10, 955851, 2022 | 8 | 2022 |
| Multi-period optimal capacity expansion planning scheme of regional integrated energy systems considering multi-time scale uncertainty and generation low-carbon retrofit X Liu, J Liu, J Liu, Y Yang Renewable Energy 231, 120920, 2024 | 5 | 2024 |
| Discriminative Signal Recognition for Transient Stability Assessment via Discrete Mutual Information Approximation and Eigen Decomposition of Laplacian Matrix J Liu, J Liu, X Liu, X Liu, Y Zhao IEEE Transactions on Industrial Informatics, 2023 | 5 | 2023 |
| Market trading model of urban energy internet based on tripartite game theory J Liu, J Chen, C Wang, Z Chen, X Liu Energies 13 (7), 1834, 2020 | 4 | 2020 |
| A coordinated planning and management framework for transmission and distribution systems with novel bilateral sharing energy storage model and time-phased consumption subsidy … X Liu, J Liu, Y Chi, Y Yang Journal of Energy Storage 95, 112377, 2024 | 3 | 2024 |
| Expansion planning of community-scale regional integrated energy system considering grid-source coordination: A cooperative game approach X Liu, J Liu, J Chen Ener. Proceed 18, 2021, 2021 | 3 | 2021 |
| Energy Flow Calculation Method of Combined Cooling, Heating and Power System with Terminal Cooling Network Model X Liu, J Liu, X Zhao 2020 IEEE Power & Energy Society General Meeting (PESGM), 1-5, 2020 | 3 | 2020 |
| DNOperNet: A generic network architecture for scalable and safe deep reinforcement learning in distribution network operation Y Zhao, J Liu, X Liu, Y Nie, X Liu 2024 IEEE Power & Energy Society General Meeting (PESGM), 1-5, 2024 | 1 | 2024 |
| Capacity Planning of Microgrid-Level Regional Integrated Energy System Based on Cooperative Game Theory X Liu, J Liu, J Chen, Y Yao, S Li 2022 IEEE 6th Conference on Energy Internet and Energy System Integration …, 2022 | 1 | 2022 |
| Power Flow Analysis of Cogeneration System Based on Improved Modelling Method of District Heating Network Z Chen, J Liu, X Liu | 1 | 2020 |
