Publications
Publications By Research Area
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2019
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. DOI
Mills, Evan, Norman Bourassa, Leo I Rainer, Jimmy Mai, Ian Vaino, Claire Curtin, Arman Shehabi, Louis-Benoit Desroches, and Nathaniel Mills."A Plug-Loads Game Changer: Computer Gaming Energy Efficiency without Performance Compromise."
(2019).
Barr, Zach, Norman Bourassa, John Bowie, Richard E Brown, Nora DeCuir, H. H Jordan Diamond, Amy Dryden, Ethan Elkind, Harrison Fraker, Wenjie Fu, Ethan Guy, Daniel Hamilton, Ted Lamm, Maika Nicholson, Leo Rainer, Sandy Robertson, Christine Scott Thomson, Emma Tome, and Andréa Traber."Accelerating the Deployment of Advanced Energy Communities: The Oakland EcoBlock A Zero Net Energy, Low Water Use Retrofit Neighborhood Demonstration Project."
(2019).
Hart, Nora, Tripp Shealy, Kristen Parrish, and Jessica Granderson."Cognitive barriers during monitoring-based commissioning of buildings."Sustainable Cities and Society
46 (2019) 101389. DOI
Less, Brennan, Spencer M Dutton, Iain S Walker, Max H Sherman, and Jordan D Clark."Energy savings with outdoor temperature-based smart ventilation control strategies in advanced California homes."Energy and Buildings
194 (2019) 317 - 327. DOI
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. DOI
Walter, Travis, and Paul A Mathew."Is the BPD Nationally Representative? A Comparison of the Building Performance Database to the Commercial Buildings Energy Consumption Survey."
(2019).
Less, Brennan, Iain S Walker, Jonathan L Slack, Leo I Rainer, and Ronnen M Levinson."Sealed and Insulated Attic Hygrothermal Performance in New California Homes Using Vapor and Air Permeable Insulation—Field Study and Simulations."
(2019).
Levinson, Ronnen M, George A Ban-Weiss, Paul Berdahl, Sharon S Chen, Hugo Destaillats, Nathalie Dumas, Haley E Gilbert, Howdy Goudey, Sébastien Houzé de l’Aulnoit, Jan Kleissl, Benjamin Kurtz, Yun Li, Yan Long, Arash Mohegh, Negin Nazarian, Matteo Pizzicotti, Pablo J Rosado, Marion L Russell, Jonathan L Slack, Xiaochen Tang, Jiachen Zhang, and Weilong Zhang."Solar-Reflective “Cool” Walls: Benefits, Technologies, and Implementation."
(2019). DOI
Schwartz, Peter, Brian F Gerke, Jennifer Potter, Alastair Robinson, David Jagger, Kelly Sanders, Yao-Yung Wen, Jasmine Shepard, and Teddy Kisch."The Value Proposition for Cost-Effective, Demand Responsive-Enabling, Nonresidential Lighting System Retrofits in California Buildings."
(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. DOI
Clark, Jordan D, Brennan Less, Spencer M Dutton, Iain S Walker, and Max H Sherman."Efficacy of occupancy-based smart ventilation control strategies in energy-efficient homes in the United States."Building and Environment
156 (2019) 253 - 267. DOI
Zhou, Nan, Jingjing Zhang, Nina Khanna, David Fridley, Shan Jiang, and Xu Liu."Intertwined Impacts of Water, Energy Development, and Carbon Emissions in China."Applied Energy
238 (2019) 78 - 91. DOI
de la Rue du Can, Stephane, Aditya Khandekar, Nikit Abhyankar, Nina Khanna, David Fridley, Nan Zhou, and Amol A Phadke."Modeling India’s energy future using a bottom-up approach."Applied Energy
238 (2019). DOI
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). DOI
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. DOI
Kramer, Hannah, Guanjing Lin, Jessica Granderson, Claire Curtin, and Eliot Crowe."Synthesis of Year Two Outcomes in the Smart Energy Analytics Campaign."
(2019). 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
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
Aghajanzadeh, Arian, and Peter L Therkelsen."Agricultural demand response for decarbonizing the electricity grid."Journal of Cleaner Production
220 (2019) 827 - 835. 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
Hu, R L, Jessica Granderson, David M Auslander, and Alice M Agogino."Design of machine learning models with domain experts for automated sensor selection for energy fault detection."Applied Energy
235 (2019) 117 - 128. DOI
Rao, Prakash, Darren Sholes, and Joe Cresko."Evaluation of U.S. Manufacturing Subsectors at Risk of Physical Water Shortages."Environmental Science & Technology
(2019). 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