Building Technologies Department

2019

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.
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.
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.
Levinson, Ronnen M, Howdy Goudey, Sharon S Chen, Haley E Gilbert, George A Ban-Weiss, Joseph Ko, Yun Li, Arash Mohegh, Angie Rodriguez, Jonathan L Slack, Haider Taha, Tianbo Tang, and Jiachen Zhang. Monitoring the Urban Heat Island Effect and the Efficacy of Future Countermeasures. 2019.
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.

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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.

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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.
Hart, Robert, Stephen E Selkowitz, and D. Charlie Curcija. "Thermal performance and potential annual energy impact of retrofit thin-glass triple-pane glazing in US residential buildings." Building Simulation 12.1 (2019) 79 - 86.

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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.
Belafi, Zsofia, Tianzhen Hong, and Andras Reith. "A Library of Building Occupant Behaviour Models Represented in a Standardised Schema." Energy Efficiency (2018).

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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).

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Gerber, Daniel L, Vagelis Vossos, Wei Feng, Chris Marnay, Bruce Nordman, and Richard E Brown. "A simulation-based efficiency comparison of AC and DC power distribution networks in commercial buildings." Applied Energy 210 (2018) 1167-1187. LBNL-2001160.

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Pass, Rebecca Zarin, Michael Wetter, and Mary Ann Piette. "A thermodynamic analysis of a novel bidirectional district heating and cooling network." Energy 144 (2018) 20 - 30.

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Wenzel, Thomas P. Assessment of NHTSA’s Report “Relationships Between Fatality Risk, Mass, and Footprint in Model Year 2004-2011 Passenger Cars and LTVs” (LBNL Phase 1). 2018. LBNL-2001137.

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Selkowitz, Stephen E, Robert Hart, and D. Charlie Curcija. "Breaking the 20 Year Logjam to Better Insulating Windows." 2018 ACEEE Summer Study on Energy Efficiency in Buildings 2018.

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Hong, Tianzhen, Jared Langevin, and Kaiyu Sun. "Building Simulation: Ten Challenges." Building Simulation 11 (2018).

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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).

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Taylor, Margaret, and K. Sydny Fujita. Consumer Behavior and the Plug-In Electric Vehicle Purchase Decision Process: A Research Synthesis. 2018. LBNL-2001122.

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