Publications
Publications By Research Area
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. 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
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
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
Li, Han, Tianzhen Hong, and Marina Sofos."An inverse approach to solving zone air infiltration rate and people count using indoor environmental sensor data."Energy and Buildings
198 (2019) 228 - 242. DOI
Satre-Meloy, Aven, and Jared Langevin."Assessing the time-sensitive impacts of energy efficiency and flexibility in the US building sector."Environmental Research Letters
14.12 (2019) 124012. DOI
Luo, Na, Wenguo Weng, Xiaoyu Xu, Tianzhen Hong, Ming Fu, and Kaiyu Sun."Assessment of occupant-behavior-based indoor air quality and its impacts on human exposure risk: A case study based on the wildfires in Northern California."Science of The Total Environment
686 (2019) 1251 - 1261. DOI
Van Cutsem, Olivier, Maher Kayal, David Blum, and Marco Pritoni."Comparison of MPC Formulations for Building Control under Commercial Time-of-Use Tariffs."IEEE PowerTech Milan 2019
(2019).
Wang, Wei, Tianzhen Hong, Ning Xu, Xiaodong Xu, Jiayu Chen, and Xiaofang Shan."Cross-source sensing data fusion for building occupancy prediction with adaptive lasso feature filtering."Building and Environment
162 (2019) 106280. DOI
Jiang, Jing-Jing, Bin Ye, Nan Zhou, and Xiao-Lei Zhang."Decoupling analysis and environmental Kuznets curve modelling of provincial-level CO2 emissions and economic growth in China: A case study."Journal of Cleaner Production
212 (2019) 1242 - 1255. DOI
Khanna, Nina, David Fridley, Nan Zhou, Nihan Karali, Jingjing Zhang, and Wei Feng."Energy and CO2 implications of decarbonization strategies for China beyond efficiency: Modeling 2050 maximum renewable resources and accelerated electrification impacts."Applied Energy
242 (2019) 12 - 26. DOI
Huang, Ying, Cuiping Liao, Jingjing Zhang, Hongxu Guo, Nan Zhou, and Daiqing Zhao."Exploring potential pathways towards urban greenhouse gas peaks: A case study of Guangzhou, China."Applied Energy
251 (2019) 113369. DOI
Granderson, Jessica, Guanjing Lin, David Blum, Janie Page, Michael Spears, and Mary Ann Piette."Integrating diagnostics and model-based optimization."Energy and Buildings
182 (2019) 187 - 195. DOI
Wang, Zhe, and Tianzhen Hong."Learning occupants’ indoor comfort temperature through a Bayesian inference approach for office buildings in United States."Renewable and Sustainable Energy Reviews
(2019) 109593. DOI
Langevin, Jared."Longitudinal dataset of human-building interactions in U.S. offices."Scientific Data
6.1 (2019). DOI