Guannan 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

An improved fault detection method for incipient centrifugal chiller faults using the PCA-R-SVDD algorithm

Guannan Li, Yunpeng Hu, Huanxin Chen et al. · Energy and Buildings · 2015 · 128 citations

Engineering, Electrical Engineering, Heat Transfer +12

Transfer learning-based strategies for fault diagnosis in building energy systems

Jiangyan Liu, Qing Zhang, Xin Li et al. · Energy and Buildings · 2021 · 127 citations

Engineering, Building Science, Systems Engineering +16

An explainable one-dimensional convolutional neural networks based fault diagnosis method for building heating, ventilation and air conditioning systems

Guannan Li, Qing Yao, Cheng Fan et al. · Building and Environment · 2021 · 126 citations

Computing, Building Science, Computer Science +14

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