Publications

Export 6 results:
Author Title Type [ Year(Asc)]
Filters: First Letter Of Last Name is C and Author is Jiayu Chen  [Clear All Filters]
2019
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.

Related Files

  PDF icon PDF (1.24 MB)
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.

Related Files

  PDF icon PDF (2.38 MB)
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.

Related Files

  PDF icon PDF (2.05 MB)
2018
Wang, Wei, Jiayu Chen, and Tianzhen Hong. "Modeling occupancy distribution in large spaces with multi-feature classification algorithm." Building and Environment 137 (2018).

Related Files

  PDF icon PDF (912.79 KB)
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.

Related Files

  PDF icon PDF (1.86 MB)
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.

Related Files

  PDF icon PDF (1.94 MB)