Peidong Xu

Explainable AI in Deep Reinforcement Learning Models for Power System Emergency Control

Kelly Zhang, Jun Jason Zhang, Peidong Xu et al. · IEEE Transactions on Computational Social Systems · 2021 · 106 citations

Artificial Intelligence, Drl Models, Engineering +13

Explainable AI in Deep Reinforcement Learning Models: A SHAP Method Applied in Power System Emergency Control

Kelly Zhang, Peidong Xu, Jun Jason Zhang · 2020 · 75 citations

Artificial Intelligence, Shap Method Applied, Engineering +14

Real-time fast charging station recommendation for electric vehicles in coupled power-transportation networks: A graph reinforcement learning method

Peidong Xu, Jun Zhang, Tianlu Gao et al. · International Journal of Electrical Power & Energy Systems · 2022 · 73 citations

Electrical Engineering, Engineering, Real-time Fast +7

CNN-BiLSTM Short-Term Wind Power Forecasting Method Based on Feature Selection

Yufeng Chen, Hang Zhao, Rui Zhou et al. · IEEE Journal of Radio Frequency Identification · 2022 · 34 citations

Convolutional Neural Network, Engineering, Machine Learning +14

Active power correction strategies based on deep reinforcement learning-part I: A simulation-driven solution for robustness

Peidong Xu, Jiajun Duan, Jun Jason Zhang et al. · CSEE Journal of Power and Energy Systems · 2021 · 23 citations · Full text

Control Agent, Reinforcement Learning (Computer Engineering), Smart Grid +14