Publications
Publications By Research Area
2021
Li, Han, Zhe Wang, Tianzhen Hong, and Mary Ann Piette."Energy flexibility of residential buildings: A systematic review of characterization and quantification methods and applications."Advances in Applied Energy
3 (2021) 100054. DOI
Wang, Zhe, Tianzhen Hong, and Han Li."Informing the planning of rotating power outages in heat waves through data analytics of connected smart thermostats for residential buildings."Environmental Research Letters
16.7 (2021) 074003. DOI
2020
Cho, Brian, Teresa Dayrit, Yuan Gao, Zhe Wang, Tianzhen Hong, Alex Sim, and Kesheng Kesheng."Effective Missing Value Imputation Methods for Building Monitoring Data."IEEE BigData 2020
(2020). DOI
2019
Wang, Zhe, Tianzhen Hong, and Mary Ann Piette."Predicting plug loads with occupant count data through a deep learning approach."Energy
181 (2019) 29 - 42. DOI
Wang, Zhe, Tianzhen Hong, and Mary Ann Piette."Data fusion in predicting internal heat gains for office buildings through a deep learning approach."Applied Energy
240 (2019) 386 - 398. DOI