Cheng Fan

A short-term building cooling load prediction method using deep learning algorithms

Cheng Fan, Fu Xiao, Yang Zhao · Applied Energy · 2017 · 654 citations · Full text

Engineering, Machine Learning, Data Science +12

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 · 546 citations

Prediction Models, Engineering, Data Science +13

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 · 344 citations

Engineering, Machine Learning, Data Science +7

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

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 · 270 citations · Full text

Anomaly Detection, Machine Learning, Data Science +11