Publications

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2018
D'Oca, Simona, Anna Laura Pisello, Marilena De Simone, Verena M Barthelmes, Tianzhen Hong, and Stefano P Corgnati. "Human-building interaction at work: Findings from an interdisciplinary cross-country survey in Italy." Building and Environment 132 (2018).
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.
Chen, Yixing, and Tianzhen Hong. "Impacts of Building Geometry Modeling Methods on the Simulation Results of Urban Building Energy Models." Applied Energy 215 (2018).
Belafi, Zsofia, Tianzhen Hong, and Andras Reith. "A Library of Building Occupant Behaviour Models Represented in a Standardised Schema." Energy Efficiency (2018).
Wang, Wei, Jiayu Chen, and Tianzhen Hong. "Modeling occupancy distribution in large spaces with multi-feature classification algorithm." Building and Environment 137 (2018).
Zhang, Rongpeng, Kaiyu Sun, Tianzhen Hong, Yoshinori Yura, and Ryohei Hinokuma. "A Novel Variable Refrigerant Flow (VRF) Heat Recovery System Model: Development and Validation." Energy and Buildings 168 (2018).
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.
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.
Wetter, Michael, Jianjun Hu, Milica Grahovac, Brent Eubanks, and Philip Haves. "OpenBuildingControl: Modeling Feedback Control as a Step Towards Formal Design, Specification, Deployment and Verification of Building Control Sequences." 2018 Building Performance Modeling Conference and SimBuild co-organized by ASHRAE and IBPSA-USA. Chicago, IL, 2018.
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.
Regnier, Cynthia, Kaiyu Sun, Tianzhen Hong, and Mary Ann Piette. "Quantifying the benefits of a building retrofit using an integrated system approach: A case study." Energy and Buildings 159 (2018).
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.
Jorissen, Filip, Michael Wetter, and Lieve Helsen. "Simplifications for hydronic system models in Modelica." Journal of Building Performance Simulation (2018).
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.
Blum, David, Guanjing Lin, Michael Spears, Janie Page, and Jessica Granderson. "When Data Analytics Meet Site Operation: Benefits and Challenges." 2018 ACEEE Summer Study on Energy Efficiency in Buildings. 2018.
2019
Langevin, Jared, Chioke B Harris, and Janet L Reyna. "Assessing the Potential to Reduce U.S. Building CO2 Emissions 80% by 2050." Joule (2019).
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.
Van Cutsem, Olivier, Maher Kayal, David Blum, and Marco Pritoni. "Comparison of MPC Formulations for Building Control under Commercial Time-of-Use Tariffs." IEEE PowerTech Milan 2019. 2019.
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.
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.
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.
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.
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.
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.
Hong, Tianzhen, and Sang Hoon Lee. "Integrating physics-based models with sensor data: An inverse modeling approach." Building and Environment 154 (2019) 23 - 31.

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