Concepedia
Statistics
Publications
70
Citations
6.1K
H-Index
37
Active since
2014
Affiliations
Shenzhen University(Current)
Hong Kong Polytechnic University
City University of Hong Kong
Huazhong University of Science and Technology
Zhejiang University
Cheng Fan is an author at Shenzhen University specializing in building science, building energy systems, and architecture.
Publications per year
2014–2024
A short-term building cooling load prediction method using deep learning algorithms
Cheng Fan, Fu Xiao, Yang Zhao · Applied Energy · 2017 · 676 citations · Full text
Engineering, Building Science, Computer Science +16
Development of prediction models for next-day building energy consumption and peak power demand using data mining techniques
Cheng Fan, Fu Xiao, Shengwei Wang · Applied Energy · 2014 · 560 citations
Computing, Architectural Engineering, Building Science +17
Assessment of deep recurrent neural network-based strategies for short-term building energy predictions
Cheng Fan, Jiayuan Wang, Wenjie Gang et al. · Applied Energy · 2018 · 358 citations
Architecture, Architectural Engineering, Building Science +14
Deep learning-based feature engineering methods for improved building energy prediction
Cheng Fan, Yongjun Sun, Yang Zhao et al. · Applied Energy · 2019 · 291 citations
Analytical investigation of autoencoder-based methods for unsupervised anomaly detection in building energy data
Cheng Fan, Fu Xiao, Yang Zhao et al. · Applied Energy · 2017 · 280 citations · Full text
Computing, Building Science, Computer Science +17
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