Liang Chun

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

Xi Fang, Guangcai Gong, Guannan Li et al. · Energy · 2020 · 164 citations

Energy Modeling, Engineering, Data Science +6

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 · 119 citations

Optimal Control Strategy, Engineering, Deep Reinforcement +4

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 · 81 citations

Engineering, Machine Learning, Data Science +10

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 · 66 citations

Artificial Intelligence, Control Strategy, Engineering +7

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 · 56 citations

Electrical Engineering, Energy Control, Engineering +11