Ruifan Zheng

Multi-agent deep reinforcement learning optimization framework for building energy system with renewable energy

Rendong Shen, Shengyuan Zhong, Xin Wen et al. · Applied Energy · 2022 · 132 citations

Architecture, Building Science, Energy Management +16

Towards various occupants with different thermal comfort requirements: A deep reinforcement learning approach combined with a dynamic PMV model for HVAC control in buildings

Zekun Shi, Ruifan Zheng, Jun Zhao et al. · Energy Conversion and Management · 2024 · 44 citations

Architecture, Architectural Engineering, Building Science +17

Building heating load forecasting based on the theory of transient heat transfer and deep learning

Zekun Shi, Ruifan Zheng, Rendong Shen et al. · Energy and Buildings · 2024 · 28 citations

Architecture, Architectural Engineering, Building Science +16

Advanced control framework of regenerative electric heating with renewable energy based on multi-agent cooperation

Rendong Shen, Shengyuan Zhong, Ruifan Zheng et al. · Energy and Buildings · 2023 · 19 citations

Engineering, Mechanical Engineering, Energy Management +16

Prosumer data center system construction and synergistic optimization of computing power, electricity and heat from a global perspective

Dongfang Yang, Xiaoyuan Wang, Rendong Shen et al. · Thermal Science and Engineering Progress · 2024 · 14 citations

Engineering, Computer Engineering, Computer Science +16