Publications: Modeling
Publications by Research Area
Publications by Division
Reset Search
2020
Sun, Kaiyu, Michael Specian, and Tianzhen Hong."Nexus of thermal resilience and energy efficiency in buildings: A case study of a nursing home."Building and Environment
177 (2020) 106842. DOI
Less, Brennan, Iain S Walker, David M Lorenzetti, Evan Mills, Vi H Rapp, Spencer M Dutton, Michael D Sohn, Xiwang Li, Jordan D Clark, and Max H Sherman."Smart Ventilation for Advanced California Homes."
(2020).
Prakash, Anand, Kun Zhang, Pranav Gupta, David Blum, Marc Marshall, Gabe Fierro, Peter Alstone, James Zoellic, Richard E Brown, and Marco Pritoni."Solar+ Optimizer: A Model Predictive Control Optimization Platform for Grid Responsive Building Microgrids."Energies
13.12 (2020) 3093. DOI
WuDunn, Mark, Avideh Zakhor, Samir Touzani, and Jessica Granderson."Aerial 3D Building Reconstruction from RGB Drone Imagery."SPIE Geospatial Informatics X
(2020).
Wang, Zhe, Jingyi Wang, Yueer He, Yanchen Liu, Borong Lin, and Tianzhen Hong."Dimension analysis of subjective thermal comfort metrics based on ASHRAE Global Thermal Comfort Database using machine learning."Journal of Building Engineering
29 (2020) 101120. DOI
O’Brien, William, Andreas Wagner, Marcel Schweiker, Ardeshir Mahdavi, Julia Day, Mikkel Baun Kjærgaard, Salvatore Carlucci, Bing Dong, Farhang Tahmasebi, Da Yan, Tianzhen Hong, H. H Burak Gunay, Zoltan Nagy, Clayton Miller, and Christiane Berger."Introducing IEA EBC Annex 79: Key challenges and opportunities in the field of occupant-centric building design and operation."Building and Environment
(2020) 106738. DOI
Luo, Xuan, Tianzhen Hong, and Yu-Hang Tang."Modeling Thermal Interactions between Buildings in an Urban Context."Energies
13.9 (2020) 2382. DOI
Yoon, Nari, Mary Ann Piette, Jung Min Han, Wentao Wu, and Ali Malkawi."Optimization of Window Positions for Wind-Driven Natural Ventilation Performance."Energies
13.10 (2020) 2464. DOI
Haves, Philip, Baptiste Ravache, and Mehry Yazdanian."Accuracy of HVAC Load Predictions: Validation of EnergyPlus and DOE-2 using FLEXLAB Measurements."
(2020). DOI
Guha, Abhinav, Sally Newman, David Fairley, Tan M Dinh, Linda Duca, Stephen C Conley, Mackenzie L Smith, Andrew K Thorpe, Riley Duren, Daniel H Cusworth, Kelsey T Foster, Marc L Fischer, Seongeun Jeong, Nazli Yesiller, James L Hanson, and Philip T Martien."Assessment of Regional Methane Emission Inventories through Airborne Quantification in the San Francisco Bay AreaAssessment of Regional Methane Emission Inventories through Airborne Quantification in the San Francisco Bay Area."Environmental Science & Technology
54.15 (2020) 9254 - 9264. DOI
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
Thorpe, Andrew K, Riley Duren, Stephen A Conley, Kuldeep R Prasad, Brian De. Bue, Vineet Yadav, Kelsey T Foster, Talha Rafiq, Francesca M Hopkins, Mackenzie L Smith, Marc L Fischer, David R Thompson, C Frankenberg, Ian B McCubbin, Michael L Eastwood, Robert O Green, and Charles E Miller."Methane emissions from underground gas storage in California."Environmental Research Letters
15.4 (2020) 045005. DOI
Hong, Tianzhen, Zhe Wang, Xuan Luo, and Wanni Zhang."State-of-the-art on research and applications of machine learning in the building life cycle."Energy and Buildings
212 (2020) 109831. DOI
Kim, Donghun, Yeonjin Bea, Sehyun Yun, and James E Braun."A methodology for generating reduced-order models for large-scale buildings using the Krylov subspace method."Journal of Building Performance Simulation
13.4 (2020) 419 - 429. DOI
Leifer, Ira, Christopher Melton, Robert Chatfield, Xinguang Cui, Marc L Fischer, Matthew Fladeland, Warren Gore, Dennis L Hlavka, Laura T Iraci, Jocette E Marrero, Ju-Mee Ryoo, Tomoaki Tanaka, Emma L Yates, and John E Yorks."Air pollution inputs to the Mojave Desert by fusing surface mobile and airborne in situ and airborne and satellite remote sensing: A case study of interbasin transport with numerical model validation."Atmospheric Environment
224 (2020) 117184. DOI
Purohit, Pallav, Lena Höglund-Isaksson, John Dulac, Nihar Shah, Max Wei, Peter Rafaj, and Wolfgang Schöpp."Electricity savings and greenhouse gas emission reductions from global phase-down of hydrofluorocarbons."Atmospheric Chemistry and Physics
20.19 (2020) 11305 - 11327. DOI
Soniat, Marielle, Meron Tesfaye, Amirhossein Mafi, Daniel J Brooks, Nicholas D Humphrey, Lien‐Chun Weng, Boris Merinov, William A Goddard, Adam Z Weber, and Frances A Houle."Permeation of CO2 and N2 through glassy poly(dimethyl phenylene) oxide under steady‐ and presteady‐state conditions."Journal of Polymer Science
58.9 (2020) 1207 - 1228. DOI
Perera, A T. D, Vahid M Nik, Deliang Chen, Jean-Louis Scartezzini, and Tianzhen Hong."Quantifying the impacts of climate change and extreme climate events on energy systems."Nature Energy
5.2 (2020) 150 - 159. DOI
Mahrous, Elaf, Alex Jarauta, Thomas Chan, Pavel Ryzhakov, Adam Z Weber, R. R Valéry Roy, and Marc Secanell."A particle finite element-based model for droplet spreading analysis."Physics of Fluids
32.4 (2020) 042106. DOI
Gehbauer, Christoph, David Blum, Taoning Wang, and Eleanor S Lee."An assessment of the load modifying potential of model predictive controlled dynamic facades within the California context."Energy and Buildings
210 (2020) 109762. DOI
Chen, Chien-fei, Tianzhen Hong, Gerardo Zarazua de Rubens, Selin Yilmaz, Karol Bandurski, Zsófia Deme Bélafi, Marilena De Simone, Mateus Vinícius Bavaresco, Yu Wang, Pei-ling Liu, Verena M Barthelmes, Jacqueline Adams, Simona D'Oca, and Łukasz Przybylski."Culture, conformity, and carbon? A multi-country analysis of heating and cooling practices in office buildings."Energy Research & Social Science
61 (2020) 101344. DOI
Hong, Tianzhen, Jared Langevin, Na Luo, and Kaiyu Sun."Energy and Behaviour Developing quantitative insights on building occupant behaviour: Supporting modelling tools and datasets."
(2020) 283 - 319. DOI
Gehbauer, Christoph, David Blum, Taoning Wang, and Eleanor S Lee."Integrated Dynamic Facade Control with an Agent-based Architecture for Commercial Buildings."
(2020).
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
119 (2020) 109593. DOI
Hong, Tianzhen, Chien-Fei Chen, Zhe Wang, and Xiaojing Xu."Linking human-building interactions in shared offices with personality traits."Building and Environment
170 (2020) 106602. DOI