2019
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
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
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
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 H. 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
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
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
Widergren, Steve, Ron Melton, Aditya Khandekar, Bruce Nordman, and Mark Knight."The Plug-and-Play Electricity Era: Interoperability to Integrate Anything, Anywhere, Anytime."IEEE Power and Energy Magazine
17.5 (2019) 47 - 58. DOI
Xu, , Xiaodong, Chenhuan Yin, Wei Wang, Ning Xu, Tianzhen Hong, and Qi Li."Revealing Urban Morphology and Outdoor Comfort through Genetic Algorithm-Driven Urban Block Design in Dry and Hot Regions of China."Sustainability
11.13 (2019) 3683. DOI
Lee, , Sang Hoon, and Tianzhen Hong."Validation of an inverse model of zone air heat balance."Building and Environment
161 (2019) 106232. DOI
Chen, Yixing, Tianzhen Hong, Xuan Luo, and Barry Hooper."Development of city buildings dataset for urban building energy modeling."Energy and Buildings
183 (2019) 252 - 265. DOI
Poskanzer, Deborah, Alan K. Meier, Margarita Kloss, and Chinmayee Subban."Dressing for the Anthropocene*: A Future History."
(2019).
Nordman, Bruce, Margarita Kloss, Bijit Kundu, Nate Dewart, Anand Prakash, Laura Wong, Alanna Torres, Rachel Levine, Marco Pritoni, Jordan Shackelford, Heidi Werner, Rahul Athalye, Aditya Khandekar, Callie Clark, Chris Uraine, and Rebecca Aviles."Energy Reporting: Device Demonstration, Communication Protocols, and Codes and Standards."
(2019).
Salzman, Madeline, Michael Specian, Jared Langevin, Harry Bergmann, and Aven Satre-Meloy."Grid-interactive, efficient buildings: expanding value streams through optimized control of flexible building technologies."
(2019).
de Bakker, Christel, Marielle Aarts, Helianthe Kort, Alan K. Meier, and Alexander Rosemann."Local lighting control in open-plan offices: the influence of office lay-out."20th Congress of the International Ergonomics Association (IEA 2018)
(2019).
Blum, David H., Filip Jorissen, Sen Huang, Yan Chen, Javier Arroyo, Kyle Benne, Yanfei Li, Valentin Gavan, Lisa Rivalin, Lieve Helsen, Draguna Vrabie, Michael Wetter, and Marina Sofos."Prototyping the BOPTEST Framework for Simulation-Based Testing of Advanced Control Strategies in Buildings."IBPSA Building Simulation 2019
(2019).
Meier, Alan K., Leo I. Rainer, Abigail A. Daken, Tsuyoshi Ueno, Marco Pritoni, and Dan Baldewicz."What can connected thermostats tell us about American heating and cooling habits?."ECEEE 2019 SUMMER STUDY
(2019).
2018
Pritoni, Marco, Chris Weyandt, Diedre Carter, and John Elliott."Towards a Scalable Model for Smart Buildings."ACEEE Summer Study on Energy Efficiency in Buildings
(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. DOI
Jain, Rajeev, Xuan Luo, Gökhan Sever, Tianzhen Hong, and Charlie Catlett."Representation and evolution of urban weather boundary conditions in downtown Chicago."Journal of Building Performance Simulation
(2018) 1 - 14. DOI