Publications

X Author: Jiayu Chen X Term: BTUS Modeling and Simulation

2023

Lin, Ziqi, Tianzhen Hong, Xiaodong Xu, Jiayu Chen, and Wei Wang."Evaluating energy retrofits of historic buildings in a university campus using an urban building energy model that considers uncertainties."Sustainable Cities and Society 95 (2023) 104602. DOI

2019

Xu, Xiaodong, Wei Wang, Tianzhen Hong, and Jiayu Chen."Incorporating machine learning with building network analysis to predict multi-building energy use."Energy and Buildings 186 (2019) 80 - 97. DOI
Wang, Wei, Tianzhen Hong, Xiaodong Xu, Jiayu Chen, Ziang Liu, and Ning Xu."Forecasting district-scale energy dynamics through integrating building network and long short-term memory learning algorithm."Applied Energy 248 (2019) 217 - 230. DOI
Wang, Wei, Tianzhen Hong, Ning Xu, Xiaodong Xu, Jiayu Chen, and Xiaofang Shan."Cross-source sensing data fusion for building occupancy prediction with adaptive lasso feature filtering."Building and Environment 162 (2019) 106280. DOI

2018

Wang, Wei, Jiayu Chen, and Tianzhen Hong."Occupancy prediction through machine learning and data fusion of environmental sensing and Wi-Fi sensing in buildings."Automation in Construction 94 (2018) 233 - 243. DOI
Wang, Wei, Jiayu Chen, Tianzhen Hong, and Na Zhu."Occupancy prediction through Markov based feedback recurrent neural network (M-FRNN) algorithm with WiFi probe technology."Building and Environment 138 (2018) 160 - 170. DOI
Wang, Wei, Jiayu Chen, and Tianzhen Hong."Modeling occupancy distribution in large spaces with multi-feature classification algorithm."Building and Environment 137 (2018). DOI