Peipei Yu

A Transactive Energy Framework for Inverter-Based HVAC Loads in a Real-Time Local Electricity Market Considering Distributed Energy Resources

Hongxun Hui, Pierluigi Siano, Yi Ding et al. · IEEE Transactions on Industrial Informatics · 2022 · 75 citations

Engineering, Architectural Engineering, Energy Management +16

District Cooling System Control for Providing Operating Reserve Based on Safe Deep Reinforcement Learning

Peipei Yu, Hongcai Zhang, Yonghua Song et al. · IEEE Transactions on Power Systems · 2023 · 50 citations

Architecture, Architectural Engineering, Computer Science +17

Privacy-Preserving Regulation Capacity Evaluation for HVAC Systems in Heterogeneous Buildings Based on Federated Learning and Transfer Learning

Zhenyi Wang, Peipei Yu, Hongcai Zhang · IEEE Transactions on Smart Grid · 2022 · 44 citations

Computing, Building Science, Computer Science +16

District cooling system control for providing regulation services based on safe reinforcement learning with barrier functions

Peipei Yu, Hongcai Zhang, Yonghua Song · Applied Energy · 2023 · 25 citations

Engineering, Architectural Engineering, Heat Transfer +14

Adaptive Tie-Line Power Smoothing With Renewable Generation Based on Risk-Aware Reinforcement Learning

Peipei Yu, Hongcai Zhang, Yonghua Song · IEEE Transactions on Power Systems · 2024 · 21 citations

Business, Mathematics, Markov Decision Processes +16