Publications

Export 501 results:
Author Title Type [ Year(Asc)]
2019
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.
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.
Guo, Siyue, Da Yan, Tianzhen Hong, Chan Xiao, and Ying Cui. "A novel approach for selecting typical hot-year (THY) weather data." Applied Energy 242 (2019) 1634 - 1648.
Karaguzel, Omer T, Mohammed Elshambakey, Yimin Zhu, and Tianzhen Hong. "OPEN COMPUTING INFRASTRUCTURE FOR SHARING DATA ANALYTICS TO SUPPORT BUILDING ENERGY SIMULATIONS." 2019.
Xu, Xiaodong, Yifan Wu, Wei Wang, Tianzhen Hong, and Ning Xu. "Performance-driven optimization of urban open space configuration in the cold-winter and hot-summer region of China." Building Simulation 12.3 (2019) 411 - 424.
Blum, David, K. Arendt, Lisa Rivalin, Mary Ann Piette, Michael Wetter, and C.T. Veje. "Practical factors of envelope model setup and their effects on the performance of model predictive control for building heating, ventilating, and air conditioning systems." Applied Energy 236 (2019) 410 - 425.
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.
Wetter, Michael, and Jianjun Hu. Quayside Energy Systems Analysis. 2019. LBNL 2001197.
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.
2018
Bunning, Felix, Michael Wetter, Marcus Fuchs, and Dirk Muller. "Bidirectional low temperature district energy systems with agent-based control: Performance comparison and operation optimization." Applied Energy 209 (2018). 2001090.
Hong, Tianzhen, Jared Langevin, and Kaiyu Sun. "Building Simulation: Ten Challenges." Building Simulation 11 (2018).
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.
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.
Zhou, Xin, Da Yan, Jingjing An, Tianzhen Hong, Xing Shi, and Xing Jin. "Comparative Study of Air-Conditioning Energy Use of Four Office Buildings in China and USA." Energy and Buildings 169 (2018).
Wetter, Michael, Milica Grahovac, and Jianjun Hu. "Control Description Language." 1st American Modelica Conference. 2018. LBNL-2001219.
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.
Wang, Taoning, Gregory Ward, and Eleanor S Lee. "Efficient modeling of optically-complex, non-coplanar exterior shading: Validation of matrix algebraic methods." Energy and Buildings 174 (2018) 464 - 483.
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.
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.

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