Publications
Publications by Research Area
Publications by Division
X Author: Tianzhen Hong
2019
Wang, Zhe, Thomas Parkinson, Peixian Li, Borong Lin, and Tianzhen Hong."The Squeaky wheel: Machine learning for anomaly detection in subjective thermal comfort votes."Building and Environment
151 (2019) 219 - 227. DOI
Jia, Ruoxi, Ming Jin, Kaiyu Sun, Tianzhen Hong, and Costas Spanos."Advanced Building Control via Deep Reinforcement Learning."Energy Procedia
158 (2019) 6158 - 6163. 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
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
Li, Han, Tianzhen Hong, and Marina Sofos."An inverse approach to solving zone air infiltration rate and people count using indoor environmental sensor data."Energy and Buildings
198 (2019) 228 - 242. DOI
Luo, Na, Wenguo Weng, Xiaoyu Xu, Tianzhen Hong, Ming Fu, and Kaiyu Sun."Assessment of occupant-behavior-based indoor air quality and its impacts on human exposure risk: A case study based on the wildfires in Northern California."Science of The Total Environment
686 (2019) 1251 - 1261. 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
Wang, Zhe, and Tianzhen Hong."Learning occupants’ indoor comfort temperature through a Bayesian inference approach for office buildings in United States."Renewable and Sustainable Energy Reviews
(2019) 109593. DOI
Xu, Xiaodong, Chenhuan Yin, Wei Wang, Ning Xu, Tianzhen Hong, and Qi Li."Revealing Urban Morphology and Outdoor Comfort through Genetic Algorithm-Driven Urban Block Design in Dry and Hot Regions of China."Sustainability
11.13 (2019) 3683. DOI
Lee, Sang Hoon, and Tianzhen Hong."Validation of an inverse model of zone air heat balance."Building and Environment
161 (2019) 106232. DOI
Chen, Yixing, Tianzhen Hong, Xuan Luo, and Barry Hooper."Development of city buildings dataset for urban building energy modeling."Energy and Buildings
183 (2019) 252 - 265. DOI
2018
Sangogboye, Fisayo Caleb, Ruoxi Jia, Tianzhen Hong, Costas Spanos, and Mikkel Baun Kjærgaard."A Framework for Privacy-Preserving Data Publishing with Enhanced Utility for Cyber-Physical Systems."ACM Transactions on Sensor Networks
14.3-4 (2018) 1 - 22. DOI
Wang, Zhe, Tianzhen Hong, and Ruoxi Jia."Buildings.Occupants: a Modelica package for modelling occupant behaviour in buildings."Journal of Building Performance Simulation
(2018) 1 - 12. DOI
Jain, Rajeev, Xuan Luo, Gökhan Sever, Tianzhen Hong, and Charlie Catlett."Representation and evolution of urban weather boundary conditions in downtown Chicago."Journal of Building Performance Simulation
(2018) 1 - 14. DOI
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
Xu, Xiaodong, Fenlan Luo, Wei Wang, Tianzhen Hong, and Xiuzhang Fu."Performance-Based Evaluation of Courtyard Design in China’s Cold-Winter Hot-Summer Climate Regions."Sustainability
10.11 (2018) 3950. DOI
An, Jingjing, Da Yan, and Tianzhen Hong."Clustering and statistical analyses of air-conditioning intensity and use patterns in residential buildings."Energy and Buildings
174 (2018) 214 - 227. DOI
Zhang, Lei, Rongpeng Zhang, Tianzhen Hong, Yu Zhang, and Qinglin Meng."Impact of post-rainfall evaporation from porous roof tiles on building cooling load in subtropical China."Applied Thermal Engineering
142 (2018) 391 - 400. DOI
Tarroja, Brian, Felicia Chiang, Amir AghaKouchak, Scott Samuelsen, Shuba V Raghavan, Max Wei, Kaiyu Sun, and Tianzhen Hong."Translating climate change and heating system electrification impacts on building energy use to future greenhouse gas emissions and electric grid capacity requirements in California."Applied Energy
225 (2018) 522 - 534. DOI
Hong, Tianzhen, Yixing Chen, Mary Ann Piette, and Xuan Luo."Modeling City Building Stock for Large Scale Energy Efficiency Improvements Using CityBES."2018 Summer Study on Energy Efficiency in Buildings
(2018). DOI
Piette, Mary Ann, Rebecca Zarin Pass, Reshma Singh, and Tianzhen Hong."Review of City Energy and Emissions Analysis Needs, Methods & Tools."2018 Summer Study on Energy Efficiency in Buildings
(2018). DOI
Hooper, Barry, Tianzhen Hong, Danie Macumber, Sang Hoon Lee, Yixing Chen, Nicholas Long, Edwin Lee, Imma Regina Dela Cruz, Mary Ann Piette, and Jennifer Berg."The BayREN Integrated Commercial Retrofits (BRICR) Project: An Introduction and Preliminary Results."2018 Summer Study on Energy Efficiency in Buildings
(2018). DOI
Belafi, Zsofia, Tianzhen Hong, and Andras Reith."A critical review on questionnaire surveys in the field of energy-related occupant behaviour."Energy Efficiency
(2018) 1-21. 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
Belafi, Zsofia, Tianzhen Hong, and Andras Reith."A Library of Building Occupant Behaviour Models Represented in a Standardised Schema."Energy Efficiency
(2018). DOI