Mengjie Song

Review on building energy performance improvement using phase change materials

Mengjie Song, Fuxin Niu, Ning Mao et al. · Energy and Buildings · 2017 · 400 citations

Materials Science, Energy Refurbishment, Engineering +7

Review on improvement for air source heat pump units during frosting and defrosting

Mengjie Song, Shiming Deng, Chaobin Dang et al. · Applied Energy · 2017 · 346 citations

Freeze-thaw Cycling, Engineering, Atmospheric Icing +4

Deep learning-based feature engineering methods for improved building energy prediction

Cheng Fan, Yongjun Sun, Yang Zhao et al. · Applied Energy · 2019 · 281 citations

Engineering, Machine Learning, Data Science +8

Field test and numerical investigation on the heat transfer characteristics and optimal design of the heat exchangers of a deep borehole ground source heat pump system

Zhihua Wang, Fenghao Wang, Jun Liu et al. · Energy Conversion and Management · 2017 · 243 citations

Ground Heat Flux, Heat Transfer Process, Engineering +11

Environmental and economical analyses of transcritical CO2 heat pump combined with direct dedicated mechanical subcooling (DMS) for space heating in China

Baomin Dai, Haifeng Qi, Shengchun Liu et al. · Energy Conversion and Management · 2019 · 220 citations

Engineering, Space Heating, Sustainable Energy +6