Publications
Publications By Research Area
2022
Liu, Jingjing, Rongxin Yin, Lili Yu, Mary Ann Piette, Marco Pritoni, Armando Casillas, Jiarong Xie, Tianzhen Hong, Monica Neukomm, and Peter Schwartz."Defining and applying an electricity demand flexibility benchmarking metrics framework for grid-interactive efficient commercial buildings."Advances in Applied Energy
8 (2022) 100107. DOI
2021
Luo, Na, Marco Pritoni, and Tianzhen Hong."An overview of data tools for representing and managing building information and performance data."Renewable and Sustainable Energy Reviews
147 (2021) 111224. DOI
2019
Wang, Zhe, Tianzhen Hong, Mary Ann Piette, and Marco Pritoni."Inferring occupant counts from Wi-Fi data in buildings through machine learning."Building and Environment
158 (2019) 281 - 294. DOI
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
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, 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
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, and Tianzhen Hong."Modeling occupancy distribution in large spaces with multi-feature classification algorithm."Building and Environment
137 (2018). DOI
2017
Luo, Xuan, Khee Poh Lam, Yixing Chen, and Tianzhen Hong."Performance Evaluation of an Agent-based Occupancy Simulation Model."Building and Environment
115 (2017). DOI
Chen, Yixing, Xin Liang, Tianzhen Hong, and Xuan Luo."Simulation and visualization of energy-related occupant behavior in office buildings."Building Simulation
10.6 (2017) 785–798. DOI
Sun, Kaiyu, and Tianzhen Hong."A Framework for Quantifying the Impact of Occupant Behavior on Energy Savings of Energy Conservation Measures."
(2017).
Xue, Peng, Tianzhen Hong, Bing Dong, and Cheuk Ming Mak."A Preliminary Investigation of Water Usage Behavior in Single-Family Homes."
(2017).
Zhang, Rongpeng, and Tianzhen Hong."Modeling of HVAC Operational Faults in Building Performance Simulation."
(2017).
Hong, Tianzhen, Yixing Chen, Zsofia Belafi, and Simona D'Oca."Occupant behavior models: A critical review of implementation and representation approaches in building performance simulation programs."
(2017).
D'Oca, Simona, Chien-Fen Chen, Tianzhen Hong, and Zsofia Belafi."Synthesizing building physics with social psychology: An interdisciplinary framework for context and occupant behavior in office buildings."
(2017).
Cui, Ying, Da Yan, Tianzhen Hong, and Jingjin Ma."Temporal and spatial characteristics of the urban heat island in Beijing and the impact on building design and energy performance."
(2017).
Hong, Tianzhen, Da Yan, Simona D'Oca, and Chien-Fei Chen."Ten Questions Concerning Occupant Behavior in Buildings: The Big Picture."Building and Environment
(2017).
D'Oca, Simona, Tianzhen Hong, and Jared Langevin."The Human Dimensions of Energy Use in Buildings: A Review."
(2017).
2016
Hong, Tianzhen, Sarah C Taylor-Lange, Simona D'Oca, Da Yan, and Stefano P Corgnati."Advances in research and applications of energy-related occupant behavior in buildings."Energy and Buildings
116 (2016) 694-702. DOI
Sun, Kaiyu, and Tianzhen Hong."A Simulation Approach to Estimate Energy Savings Potential of Occupant Behavior Measures."Energy and Buildings
(2016).
Chen, Yixing, Xuan Luo, and Tianzhen Hong."An Agent-Based Occupancy Simulator for Building Performance Simulation."
(2016).
Liang, Xin, Tianzhen Hong, and Geoffrey Qiping Shen."Improving the accuracy of energy baseline models for commercial buildings with occupancy data."Applied Energy
(2016).
Zhang, Rongpeng, and Tianzhen Hong."Modeling and Simulation of Operational Faults of HVAC Systems Using Energyplus."
(2016).
Liang, Xin, Tianzhen Hong, and Geoffrey Qiping Shen."Occupancy data analytics and prediction: a case study."
(2016).
2015
Yan, Da, William O'Brien, Tianzhen Hong, Xiaohang Feng, H. H Burak Gunay, Farhang Tahmasebi, and Ardeshir Mahdavi."Occupant Behavior Modeling for Building Performance Simulation: Current State and Future Challenges."Energy and Buildings
107 (2015) 264-278. DOI