Yunpeng Hu

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

Improved sensor fault detection, diagnosis and estimation for screw chillers using density-based clustering and principal component analysis

Guannan Li, Yunpeng Hu · Energy and Buildings · 2018 · 103 citations

Engineering, Electrical Engineering, Industrial Engineering +17

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

An enhanced PCA-based chiller sensor fault detection method using ensemble empirical mode decomposition based denoising

Guannan Li, Yunpeng Hu · Energy and Buildings · 2018 · 92 citations

Computing, Data Science, Environmental Monitoring +10

An improved decision tree-based fault diagnosis method for practical variable refrigerant flow system using virtual sensor-based fault indicators

Guannan Li, Huanxin Chen, Yunpeng Hu et al. · Applied Thermal Engineering · 2017 · 91 citations

Engineering, Systems Engineering, Air Conditioning +13