Jianxin Tan

Regional wind power probabilistic forecasting based on an improved kernel density estimation, regular vine copulas, and ensemble learning

Weichao Dong, Hexu Sun, Jianxin Tan et al. · Energy · 2021 · 67 citations

Meteorology, Forecasting Methodology, Probabilistic Forecasting +9

Transform from gasoline stations to electric-hydrogen hybrid refueling stations: An islanding DC microgrid with electric-hydrogen hybrid energy storage system and its control strategy

Xue Zhang, Wei Pei, Chunxiao Mei et al. · International Journal of Electrical Power & Energy Systems · 2021 · 65 citations

Electrical Engineering, Control Strategy, Engineering +9

Real-time optimization of large-scale hydrogen production systems using off-grid renewable energy: Scheduling strategy based on deep reinforcement learning

Tao Liang, Lulu Chai, Xin Cao et al. · Renewable Energy · 2024 · 59 citations

Engineering, Deep Reinforcement Learning, Energy Efficiency +7

Dynamic optimization of an integrated energy system with carbon capture and power-to-gas interconnection: A deep reinforcement learning-based scheduling strategy

Tao Liang, Lulu Chai, Jianxin Tan et al. · Applied Energy · 2024 · 59 citations

Engineering, Deep Reinforcement Learning, Intelligent Energy System +9

Deep reinforcement learning-based optimal scheduling of integrated energy systems for electricity, heat, and hydrogen storage

Tao Liang, Xiaochan Zhang, Jianxin Tan et al. · Electric Power Systems Research · 2024 · 51 citations

Engineering, Deep Reinforcement Learning, Intelligent Energy System +6