Guannan Li

Data partitioning and association mining for identifying VRF energy consumption patterns under various part loads and refrigerant charge conditions

Guannan Li, Yunpeng Hu, Huanxin Chen et al. · Applied Energy · 2016 · 99 citations

Engineering, Data Science, Mechanical Engineering +15

A novel efficient SVM-based fault diagnosis method for multi-split air conditioning system’s refrigerant charge fault amount

Kaizheng Sun, Guannan Li, Huanxin Chen et al. · Applied Thermal Engineering · 2016 · 94 citations

Computing, Systems Engineering, Air Conditioning +11

Data-driven and association rule mining-based fault diagnosis and action mechanism analysis for building chillers

Jiangyan Liu, Daliang Shi, Guannan Li et al. · Energy and Buildings · 2020 · 92 citations

Computing, Building Science, Data Science +16

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

A sensor fault detection and diagnosis strategy for screw chiller system using support vector data description-based D-statistic and DV-contribution plots

Guannan Li, Yunpeng Hu, Huanxin Chen et al. · Energy and Buildings · 2016 · 77 citations

Engineering, Electrical Engineering, Systems Engineering +15