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Author

Mengfan Zhang

Observed name: Zhang, Mengfan
ORCID: 0000-0003-0746-0221
Observed ORCID: 0000-0003-0746-0221
OpenAlex ID: A5091487601
Decentralized Coordination and Stabilization of Hybrid Energy Storage Systems in DC Microgrids
2022 · Mengfan Zhang, Qianwen Xu, et al. · IEEE Transactions on Smart Grid · 120
Artificial Neural Network Based Identification of Multi-Operating-Point Impedance Model
2020 · Mengfan Zhang, Xiongfei Wang, et al. · IEEE Transactions on Power Electronics · 119
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Physics-Informed Neural Network Based Online Impedance Identification of Voltage Source Converters
2022 · Mengfan Zhang, Qianwen Xu, et al. · IEEE Transactions on Industrial Electronics · 100
Decentralized Dynamic Power Sharing Control for Frequency Regulation Using Hybrid Hydrogen Electrolyzer Systems
2024 · Manuel Agredano-Torres, Mengfan Zhang, et al. · IEEE Transactions on Sustainable Energy · 81
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Decentralized Active Disturbance Rejection Control for Hybrid Energy Storage System in DC Microgrid
2024 · Zhipeng Li, Benfei Wang, et al. · IEEE Transactions on Industrial Electronics · 62
Data Driven Decentralized Control of Inverter Based Renewable Energy Sources Using Safe Guaranteed Multi-Agent Deep Reinforcement Learning
2023 · Mengfan Zhang, Guodong Guo, et al. · IEEE Transactions on Sustainable Energy · 55
Safe multi-agent deep reinforcement learning for real-time decentralized control of inverter based renewable energy resources considering communication delay
2023 · Guodong Guo, Mengfan Zhang, et al. · Applied Energy · 45
Transfer Learning Based Online Impedance Identification for Modular Multilevel Converters
2023 · Mengfan Zhang, Yang Zhang, et al. · IEEE Transactions on Power Electronics · 45
Review of online learning for control and diagnostics of power converters and drives: Algorithms, implementations and applications
2023 · Mengfan Zhang, Pere Izquierdo Gómez, et al. · Renewable and Sustainable Energy Reviews · 38
Higher Order Sliding Mode Observer Based Fast Composite Backstepping Control for HESS in DC Microgrids
2024 · Benfei Wang, Zhipeng Li, et al. · IEEE Transactions on Sustainable Energy · 33
DNN Assisted Projection Based Deep Reinforcement Learning for Safe Control of Distribution Grids
2023 · Mengfan Zhang, Guodong Guo, et al. · IEEE Transactions on Power Systems · 33
Deep Neural Network-Based Stability Region Estimation for Grid-Converter Interaction Systems
2024 · Mengfan Zhang, Qianwen Xu · IEEE Transactions on Industrial Electronics · 30
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Digital Twin-Based Cyber-Attack Detection and Mitigation for DC Microgrids
2024 · Yizhou Lu, Mengfan Zhang, et al. · IEEE Transactions on Smart Grid · 22
CNN and LSTM based Data-driven Cyberattack Detection for Grid-connected PV Inverter
2022 · Jiaying Mao, Mengfan Zhang, et al. · International Conference on Control and Automation · 22
Transfer Learning for Identifying Impedance Estimation in Voltage Source Inverters
2020 · Mengfan Zhang, Xiongfei Wang, et al. · IEEE Energy Conversion Congress and Exposition (ECCE) · 21
An Online Digital Twin based Health Monitoring Method for Boost Converter using Neural Network
2023 · Yizhou Lu, Mengfan Zhang, et al. · IEEE Energy Conversion Congress and Exposition (ECCE) · 18
Survey on data-driven control and its application in cyber-physical energy systems
2025 · Wenjie Liu, Mengfan Zhang, et al. · Cyber-Physical Energy Systems · 16
Dynamic power allocation control for frequency regulation using hybrid electrolyzer systems
2023 · Manuel Agredano-Torres, Qianwen Xu, et al. · Conference proceedings/Conference proceedings - IEEE Applied Power Electronics Conference and Exposition · 13
Data-Driven Modeling of Power-Electronics-Based Power System Considering the Operating Point Variation
2021 · Mengfan Zhang, Xiongfei Wang, et al. · IEEE Energy Conversion Congress and Exposition (ECCE) · 13
Multi-Agent Deep Reinforcement Learning for Decentralized Voltage-Var Control in Distribution Power System
2022 · Mengfan Zhang, Qianwen Xu, et al. · IEEE Energy Conversion Congress and Exposition (ECCE) · 12
Accurate Open-Loop Impedance Model of Single-Phase Voltage Source Inverter (VSI) Considering the Dead-Time Effects
2019 · Mengfan Zhang, Dongsheng Yang, et al. · IEEE ... Workshop on Control and Modeling for Power Electronics · 7
An MPC based Power Management Method for Renewable Energy Hydrogen based DC Microgrids
2023 · Mengfan Zhang, Qianwen Xu · Conference proceedings/Conference proceedings - IEEE Applied Power Electronics Conference and Exposition · 5
Decentralized Coordination and Stabilization of Hybrid Energy Storage Systems in DC Microgrids
2023 · Mengfan Zhang, Qianwen Xu, et al. · IEEE Power Engineering Society General Meeting · 4
Safe Multi-Agent Deep Reinforcement Learning-Based Energy Management for Multi-Microgrid Energy Communities
2026 · Mengfan Zhang, Zhipeng Li, et al. · IEEE Transactions on Consumer Electronics · 3
Disturbance Observer-Based Model Predictive Power Synchronization Control for Suppression of Synchronous Oscillation
2023 · Ruixu Liu, Mengfan Zhang, et al. · Annual Conference of the IEEE Industrial Electronics Society (IECON) · 3
Works count: 36
Citation count: 926
H-index: 16
I10-index: 20
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