Jiangyan Liu

Machine learning-based thermal response time ahead energy demand prediction for building heating systems

Yabin Guo, Jiangyu Wang, Huanxin Chen et al. · Applied Energy · 2018 · 200 citations

Engineering, Machine Learning, Data Science +12

Hourly energy consumption prediction of an office building based on ensemble learning and energy consumption pattern classification

Zhenxiang Dong, Jiangyan Liu, Bin Liu et al. · Energy and Buildings · 2021 · 198 citations

Built Environment, Engineering, Ensemble Learning +11

Deep learning-based fault diagnosis of variable refrigerant flow air-conditioning system for building energy saving

Yabin Guo, Zehan Tan, Huanxin Chen et al. · Applied Energy · 2018 · 166 citations

Artificial Intelligence, Fault Diagnosis, Engineering +8

Optimized charging of lithium-ion battery for electric vehicles: Adaptive multistage constant current–constant voltage charging strategy

Yunjian Li, Kuining Li, Yi Xie et al. · Renewable Energy · 2019 · 165 citations

Electric Battery, Electrical Engineering, Engineering +6

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 · 126 citations

Fault Diagnosis, Pca-r-svdd Algorithm, Fault Analysis +2