Chengyu Zhang

Data-driven correlation model between human behavior and energy consumption for college teaching buildings in cold regions of China

Tianyi Zhao, Chengyu Zhang, Jingwen Xu et al. · Journal of Building Engineering · 2020 · 36 citations

Energy Consumption, Built Environment, Engineering +7

Forecasting building plug load electricity consumption employing occupant-building interaction input features and bidirectional LSTM with improved swarm intelligent algorithms

Chengyu Zhang, Liangdong Ma, Zhiwen Luo et al. · Energy · 2023 · 33 citations

Engineering, Smart Building, Data Science +11

A monitoring data based bottom-up modeling method and its application for energy consumption prediction of campus building

Tianyi Zhao, Jingwen Xu, Chengyu Zhang et al. · Journal of Building Engineering · 2020 · 29 citations

Built Environment, Energy Consumption Prediction, Monitoring Data +11

Quantitative correlation models between electricity consumption and behaviors about lighting, sockets and others for electricity consumption prediction in typical campus buildings

Chengyu Zhang, Tianyi Zhao, Kuishan Li · Energy and Buildings · 2021 · 28 citations

Built Environment, Quantitative Correlation Models, Engineering +10

Distances to the supernova remnants in the inner disk

Shu Wang, Chengyu Zhang, Biwei Jiang et al. · Springer Link (Chiba Institute of Technology) · 2020 · 26 citations