Wenqiang Li

A hybrid deep transfer learning strategy for short term cross-building energy prediction

Xi Fang, Guangcai Gong, Guannan Li et al. · Energy · 2020 · 174 citations

Architecture, Building Science, Energy Systems +12

Deep reinforcement learning optimal control strategy for temperature setpoint real-time reset in multi-zone building HVAC system

Xi Fang, Guangcai Gong, Guannan Li et al. · Applied Thermal Engineering · 2022 · 125 citations

Architecture, Architectural Engineering, Building Science +17

A general multi-source ensemble transfer learning framework integrate of LSTM-DANN and similarity metric for building energy prediction

Xi Fang, Guangcai Gong, Guannan Li et al. · Energy and Buildings · 2021 · 84 citations

Computing, Architectural Engineering, Building Science +11

Cross temporal-spatial transferability investigation of deep reinforcement learning control strategy in the building HVAC system level

Xi Fang, Guangcai Gong, Guannan Li et al. · Energy · 2022 · 70 citations

Architecture, Architectural Engineering, Building Science +17

A method for energy consumption optimization of air conditioning systems based on load prediction and energy flexibility

Wenqiang Li, Guangcai Gong, Zhongjun Ren et al. · Energy · 2022 · 59 citations

Architecture, Industrial Engineering, Air Conditioning +15