Jiayu Chen
Publications
Viewing 7 of 7 publications
2023
, , , , and . "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.
2019
, , , , , and . "Forecasting district-scale energy dynamics through integrating building network and long short-term memory learning algorithm." Applied Energy 248 (2019) 217–230.
, , , and . "Incorporating machine learning with building network analysis to predict multi-building energy use." Energy and Buildings 186 (2019) 80–97.
, , , , and . "Linking energy-cyber-physical systems with occupancy prediction and interpretation through WiFi probe-based ensemble classification." Applied Energy 236 (2019) 55–69.
2018
, , and . "Occupancy prediction through machine learning and data fusion of environmental sensing and Wi-Fi sensing in buildings." Automation in Construction 94 (2018) 233–243.
, , , and . "Occupancy prediction through Markov based feedback recurrent neural network (M-FRNN) algorithm with WiFi probe technology." Building and Environment 138 (2018) 160–170.
, , and . "Modeling occupancy distribution in large spaces with multi-feature classification algorithm." Building and Environment 137 (2018).