Feng Zhang

Real-time optimal energy management of microgrid with uncertainties based on deep reinforcement learning

Chenyu Guo, Xin Wang, Yihui Zheng et al. · Energy · 2021 · 236 citations

Energy Control, Engineering, Deep Reinforcement Learning +5

Multi-objective planning for integrated energy systems considering both exergy efficiency and economy

Xiao Hu, Heng Zhang, Dongwen Chen et al. · Energy · 2020 · 127 citations

Engineering, Energy Management, Sustainable Energy +10

A New Methodology for Identifying Arc Fault by Sparse Representation and Neural Network

Yangkun Wang, Feng Zhang, Shiwen Zhang · IEEE Transactions on Instrumentation and Measurement · 2018 · 121 citations

Series AC Arc Fault Detection Method Based on Hybrid Time and Frequency Analysis and Fully Connected Neural Network

Yangkun Wang, Feng Zhang, Xueheng Zhang et al. · IEEE Transactions on Industrial Informatics · 2018 · 113 citations

Fault Diagnosis, Engineering, Machine Learning +18

Optimal energy management of multi-microgrids connected to distribution system based on deep reinforcement learning

Chenyu Guo, Xin Wang, Yihui Zheng et al. · International Journal of Electrical Power & Energy Systems · 2021 · 85 citations

Optimal Energy Management, Engineering, Deep Reinforcement Learning +7