Publications: Modeling
Publications by Research Area
Publications by Division
Reset Search
2019
Ehlinger, Victoria M, Ahmet Kusoglu, and Adam Z Weber."Modeling Coupled Durability and Performance in Polymer-Electrolyte Fuel Cells: Membrane Effects."Journal of The Electrochemical Society
166.7 (2019) F3255 - F3267. 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
Hong, Tianzhen, and Sang Hoon Lee."Integrating physics-based models with sensor data: An inverse modeling approach."Building and Environment
154 (2019) 23 - 31. 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
Zhou, Nan, Lynn K Price, Dai Yande, Jon Creyts, Nina Khanna, David Fridley, Hongyou Lu, Wei Feng, Xu Liu, Ali Hasanbeigi, Zhiyu Tian, Hongwei Yang, Quan Bai, Yuezhong Zhu, Huawen Xiong, Jianguo Zhang, Kate Chrisman, Josh Agenbroad, Yi Ke, Robert McIntosh, David Mullaney, Clay Stranger, Eric Wanless, Daniel Wetzel, Cyril Yee, and Ellen Franconi."A roadmap for China to peak carbon dioxide emissions and achieve a 20% share of non-fossil fuels in primary energy by 2030."Applied Energy
239 (2019) 793 - 819. 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
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
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
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
Ulsh, Michael, Annalisa DeBari, Jacob M Berliner, Iryna V Zenyuk, Peter Rupnowski, Larissa Matvichuk, Adam Z Weber, and Guido Bender."The development of a through-plane reactive excitation technique for detection of pinholes in membrane-containing MEA sub-assemblies."International Journal of Hydrogen Energy
44.16 (2019) 8533 - 8547. 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
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
García-Salaberri, Pablo A, Iryna V Zenyuk, Gisuk Hwang, Marcos Vera, Adam Z Weber, and Jeff T Gostick."Implications of inherent inhomogeneities in thin carbon fiber-based gas diffusion layers: A comparative modeling study."Electrochimica Acta
295 (2019) 861 - 874. 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
Pant, Lalit M, Michael R Gerhardt, Natalia Macauley, Rangachary Mukundan, Rodney L Borup, and Adam Z Weber."Along-the-channel modeling and analysis of PEFCs at low stoichiometry: Development of a 1+2D model."Electrochimica Acta
326 (2019) 134963. 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
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
Cui, Xinguang, Sally Newman, Xiaomei Xu, Arlyn E Andrews, John Miller, Scott J Lehman, Seongeun Jeong, Jingsong Zhang, Chad Priest, Mixtli Campos-Pineda, Kevin R Gurney, Heather Graven, John Southon, and Marc L Fischer."Atmospheric observation-based estimation of fossil fuel CO2 emissions from regions of central and southern California."Science of The Total Environment
(2019). DOI
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
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
Mu, Yu-Tong, Adam Z Weber, Zhao-Lin Gu, and Wen-Quan Tao."Mesoscopic modeling of transport resistances in a polymer-electrolyte fuel-cell catalyst layer: Analysis of hydrogen limiting currents."Applied Energy
255 (2019) 113895. 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