Reset Search

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
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

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
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).

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).

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
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
Hong, Tianzhen, Simona D'Oca, Sarah C Taylor-Lange, William J. N Turner, Yixing Chen, and Stefano P Corgnati."An Ontology to Represent Energy-Related Occupant Behavior in Buildings. Part II: Implementation of the DNAS framework using an XML schema."Building and Environment 94.1 (2015) 196-205. DOI
Ren, Xiaoxin, Da Yan, and Tianzhen Hong."Data Mining of Space Heating System Performance in Affordable Housing."Building and Environment 89 (2015) 1-13. DOI
Lee, Eleanor S, Xiufeng Pang, Andrew McNeil, Sabine Hoffmann, Anothai Thanachareonkit, Zhengrong Li, and Yong Ding."Assessment of the Potential to Achieve Very Low Energy Use in Public Buildings in China with Advanced Window and Shading Systems."Buildings 5.2 (2015) 668-699. DOI
D'Oca, Simona, and Tianzhen Hong."Occupancy Schedules Learning Process Through a Data Mining Framework."Energy and Buildings 88 (2015) 395-408. DOI
Zhou, Xin, Da Yan, Tianzhen Hong, and Xiaoxin Ren."Data Analysis and Stochastic Modeling of Lighting Energy Use in Large Office Buildings in China."Energy and Buildings 86 (2015) 275-287. DOI
Feng, Xiaohang, Da Yan, and Tianzhen Hong."Simulation of Occupancy in Buildings."Energy and Buildings 87 (2015) 348-359. DOI

2014

Gao, Yafeng, Jiangmin Xu, Shichao Yang, Xiaomin Tang, Quan Zhou, Jing Ge, Tengfang T Xu, and Ronnen M Levinson."Cool Roofs in China: Policy Review, Building Simulations, and Proof-Of-Concept Experiments."Energy Policy 74 (2014) 190-214. DOI
Xia, Jianjun, Tianzhen Hong, Qi Shen, Wei Feng, Le Yang, Piljae Im, Alison Lu, and Mahabir Bhandari."Comparison of Building Energy Use Data Between the United States and China."Energy and Buildings 78 (2014) 165-175. DOI