Publications
Publications by Research Area
Publications by Division
X Author: Jiayu Chen
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, Nan Li, Ryan Qi Wang, and Jiayu Chen."Linking energy-cyber-physical systems with occupancy prediction and interpretation through WiFi probe-based ensemble classification."Applied Energy
236 (2019) 55 - 69. 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