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2021

Ding, Chao, Carolyn Szum, Han Li, Nan Zhou, and Clay Nesler."Data-Driven Analysis Tool Plays Critical Role in Climate Neutral Buildings."Advances in Applied Energy 2 (2021) 100014. DOI

2020

Wang, Zhe, Tianzhen Hong, and Mary Ann Piette."Building thermal load prediction through shallow machine learning and deep learning."Applied Energy 263 (2020) 114683. DOI

2019

Gerber, Daniel L, Richard Liou, and Richard E Brown."Energy-saving opportunities of direct-DC loads in buildings."Applied Energy 248 (2019) 274 - 287. DOI
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, Tianzhen Hong, and Mary Ann Piette."Predicting plug loads with occupant count data through a deep learning approach."Energy 181 (2019) 29 - 42. 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, 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
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. DOI
Feng, Wei, Qianning Zhang, Hui Ji, Ran Wang, Nan Zhou, Qing Ye, Bin Hao, Yutong Li, Duo Luo, and Stephen SiuYu Lau."A review of net zero energy buildings in hot and humid climates: Experience learned from 34 case study buildings."Renewable and Sustainable Energy Reviews 114 (2019) 109303. DOI

2018

Vossos, Vagelis, Daniel L Gerber, Youness Bennani Smires, Richard E Brown, and Chris Marnay."Techno-economic analysis of DC power distribution in commercial buildings."Applied Energy 230 (2018) 663 - 678. DOI
Singer, Brett C, and William W Delp."Response of consumer and research grade indoor air quality monitors to residential sources of fine particles."Indoor Air 28.4 (2018) 624-639. DOI
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. DOI

2017

Nordman, Bruce, Aditya Khandekar, Michael Spears, and Mattia Pezzola."A Simulation of Local Power Distribution Control Strategies."2017 IEEE Second International Conference on DC Microgrids (ICDCM) (2017). DOI
Blum, David, and Michael Wetter."MPCPy: An Open-Source Software Platform for Model Predictive Control in Buildings."Proceedings of the 15th IBPSA Conference: Building Simulation 2017 (2017).
Feng, Wei, Xiwang Li, Carolyn Szum, Nan Zhou, Michael Bendewald, Zihe Meng, and Yani Zeng."From Prescriptive to Outcome-Based — The Evolution of Building Energy Codes and Standards in China."ECEEE Summer Study 2017 (2017).

2016

Nachtrieb, Robert, David Fridley, Wei Feng, Nihan Karali, Nina Khanna, Nan Zhou, Jimmy Tran, and Carolyn Szum."CERC-BEE Impact Model." (2016).
Johnson, Karl, Vagelis Vossos, Margarita Kloss, Gerald Robinson, and Richard E Brown."Direct Current as an Integrating Platform for ZNE Buildings with EVs and Storage: DC Direct Systems – A Bridge to a Low Carbon Future?."2016 ACEEE Summer Study on Energy Efficiency in Buildings (2016).
Feng, Wei, Chris Marnay, Nan Zhou, Yan Ding, and Zhaoxia Wang."Influence of Occupancy-oriented Interior Cooling Load on Building Cooling Load."Applied Thermal Engineering 96 (2016) 411-420. DOI

2015

Wetter, Michael, Marco Bonvini, and Thierry Stephane Nouidui."Equation-based languages – A new paradigm for building energy modeling, simulation and optimization."Energy and Buildings 117 (2015) 290-300. DOI
Cao, Meichun, Pablo J Rosado, Zhaohui Lin, Ronnen M Levinson, and Dev Millstein."Cool Roofs in Guangzhou, China: Outdoor Air Temperature Reductions during Heat Waves and Typical Summer Conditions."Environmental Science & Technology 49.24 (2015) 14672 - 14679. DOI
Zhao, Shanguo, Wei Feng, Shicong Zhang, Jing Hou, Nan Zhou, and Mark D Levine."Energy Savings and Cost-benefit Analysis of the New Commercial Building Standard in China."Procedia Engineering 121 (2015) 317-324. DOI
Lee, Eleanor S, Christoph Gehbauer, Brian E Coffey, Andrew McNeil, Michael Stadler, and Chris Marnay."Integrated control of dynamic facades and distributed energy resources for energy cost minimization in commercial buildings."Solar Energy 122 (2015) 1384–1397. DOI
Hong, Tianzhen, Cheng Li, and Da Yan."Updates to the China Design Standard for Energy Efficiency in Public Buildings."Energy Policy 87 (2015) 187-198. DOI
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
Hong, Tianzhen, Simona D'Oca, William J. N Turner, and Sarah C Taylor-Lange."An Ontology to Represent Energy-related Occupant Behavior in Buildings Part I: Introduction to the DNAs Framework."Building and Environment 92 (2015) 764-777. DOI