| Artificial neural network based identification of multi-operating-point impedance model M Zhang, X Wang, D Yang, MG Christensen IEEE Transactions on Power Electronics 36 (2), 1231-1235, 2020 | 49 | 2020 |
| Decentralized coordination and stabilization of hybrid energy storage systems in DC microgrids M Zhang, Q Xu, C Zhang, L Nordström, F Blaabjerg IEEE transactions on Smart Grid 13 (3), 1751-1761, 2022 | 48 | 2022 |
| Physics-informed neural network based online impedance identification of voltage source converters M Zhang, Q Xu, X Wang IEEE Transactions on Industrial Electronics 70 (4), 3717-3728, 2022 | 22 | 2022 |
| Transfer learning for identifying impedance estimation in voltage source inverters M Zhang, X Wang, D Yang, Z Cui, MG Christensen 2020 IEEE energy conversion congress and exposition (ECCE), 6170-6174, 2020 | 13 | 2020 |
| CNN and LSTM based data-driven cyberattack detection for grid-connected PV inverter J Mao, M Zhang, Q Xu 2022 IEEE 17th International Conference on Control & Automation (ICCA), 704-709, 2022 | 6 | 2022 |
| Data-driven modeling of power-electronics-based power system considering the operating point variation M Zhang, X Wang, Q Xu 2021 IEEE energy conversion congress and exposition (ECCE), 3513-3517, 2021 | 6 | 2021 |
| Review of online learning for control and diagnostics of power converters and drives: Algorithms, implementations and applications M Zhang, PI Gómez, Q Xu, T Dragicevic Renewable and Sustainable Energy Reviews, 113627, 2023 | 5 | 2023 |
| Transfer learning based online impedance identification for modular multilevel converters M Zhang, Y Zhang, Q Xu IEEE Transactions on Power Electronics, 2023 | 5 | 2023 |
| Multi-agent deep reinforcement learning for decentralized voltage-var control in distribution power system M Zhang, Q Xu, S Magnússon, RCN Pilawa-Podgurski, G Guo 2022 IEEE energy conversion congress and exposition (ECCE), 1-5, 2022 | 5 | 2022 |
| Dynamic power allocation control for frequency regulation using hybrid electrolyzer systems M Agredano-Torres, Q Xu, M Zhang, L Söder, A Cornell 2023 IEEE Applied Power Electronics Conference and Exposition (APEC), 2991-2998, 2023 | 2 | 2023 |
| Data Driven Decentralized Control of Inverter based Renewable Energy Sources using Safe Guaranteed Multi-Agent Deep Reinforcement Learning M Zhang, G Guo, S Magnússon, RCN Pilawa-Podgurski, Q Xu IEEE Transactions on Sustainable Energy, 2023 | 1 | 2023 |
| DNN Assisted Projection based Deep Reinforcement Learning for Safe Control of Distribution Grids M Zhang, G Guo, T Zhao, Q Xu IEEE Transactions on Power Systems, 2023 | 1 | 2023 |
| Safe multi-agent deep reinforcement learning for real-time decentralized control of inverter based renewable energy resources considering communication delay G Guo, M Zhang, Y Gong, Q Xu Applied Energy 349, 121648, 2023 | 1 | 2023 |
| An MPC based power management method for renewable energy hydrogen based DC microgrids M Zhang, Q Xu 2023 IEEE applied power electronics conference and exposition (APEC), 577-581, 2023 | 1 | 2023 |
| Decentralized Dynamic Power Sharing Control for Frequency Regulation Using Hybrid Hydrogen Electrolyzer Systems M Agredano-Torres, M Zhang, L Söder, Q Xu IEEE Transactions on Sustainable Energy, 2024 | | 2024 |
| Decentralized Active Disturbance Rejection Control for Hybrid Energy Storage System in DC Microgrid Z Li, B Wang, L Xian, M Zhang, Q Xu IEEE Transactions on Industrial Electronics, 2024 | | 2024 |
| Higher Order Sliding Mode Observer Based Fast Composite Backstepping Control for HESS in DC Microgrids B Wang, Z Li, H Fan, X Wan, L Xian, M Zhang, Q Xu IEEE Transactions on Sustainable Energy, 2024 | | 2024 |
| Deep Neural Network-Based Stability Region Estimation for Grid-Converter Interaction Systems M Zhang, Q Xu IEEE Transactions on Industrial Electronics, 2024 | | 2024 |
| Transfer Learning based Impedance Identification of Voltage Source Converters M Zhang, Q Xu Authorea Preprints, 2023 | | 2023 |
| An Online Digital Twin based Health Monitoring Method for Boost Converter using Neural Network Y Lu, M Zhang, L Nordström, Q Xu 2023 IEEE Energy Conversion Congress and Exposition (ECCE), 3701-3706, 2023 | | 2023 |
