Publications: Modeling
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2020
Fierro, Gabe, Anand Prakash, Cory Mosiman, Marco Pritoni, Paul Raftery, Michael Wetter, and David Culler."Shepherding Metadata Through the Building Lifecycle."BuildSys '20: Proceedings of the 7th ACM International Conference on Systems for Energy-Efficient Buildings, Cities, and Transportation
(2020). DOI
Chen, Bingqing, Ming Jin, Zhe Wang, Tianzhen Hong, and Mario Bergés."Towards Off-policy Evaluation as a Prerequisite for Real-world Reinforcement Learning in Building Control."BuildSys '20: The 7th ACM International Conference on Systems for Energy-Efficient Buildings, Cities, and TransportationProceedings of the 1st International Workshop on Reinforcement Learning for Energy Management in Buildings & Cities
(2020). DOI
Ferrando, Martina, Francesco Causone, Tianzhen Hong, and Yixing Chen."Urban building energy modeling (UBEM) tools: A state-of-the-art review of bottom-up physics-based approaches."Sustainable Cities and Society
62 (2020) 102408. DOI
Wang, Zhe, and Tianzhen Hong."Generating realistic building electrical load profiles through the Generative Adversarial Network (GAN)."Energy and Buildings
224 (2020) 110299. DOI
Lebel, Eric D., Harmony S. Lu, Lisa Vielstädte, Mary Kang, Peter Banner, Marc L. Fischer, and Robert B. Jackson."Methane Emissions from Abandoned Oil and Gas Wells in California."Environmental Science & Technology
(2020). DOI
Ehlinger, Victoria M, Andrew R Crothers, Ahmet Kusoglu, and Adam Z. Weber."Modeling proton-exchange-membrane fuel cell performance/degradation tradeoffs with chemical scavengers."Journal of Physics: Energy
2.4 (2020) 044006. DOI
Salim, Flora D., Bing Dong, Mohamed Ouf, Qi Wang, Ilaria Pigliautile, Xuyuan Kang, Tianzhen Hong, Wenbo Wu, Yapan Liu, Shakila Khan Rumi, Mohammad Saiedur Rahaman, Jingjing An, Hengfang Deng, Wei Shao, Jakub Dziedzic, Fisayo Caleb Sangogboye, Mikkel Baun Kjærgaard, Meng Kong, Claudia Fabiani, Anna Laura Pisello, and Da Yan."Modelling urban-scale occupant behaviour, mobility, and energy in buildings: A survey."Building and Environment
183 (2020) 106964. DOI
Picard, Theo, Tianzhen Hong, Na Luo, Sang Hoon Lee, and Kaiyu Sun."Robustness of energy performance of Zero-Net-Energy (ZNE) homes."Energy and Buildings
224 (2020) 110251. DOI
Azar, Elie, William O'Brien, Salvatore Carlucci, Tianzhen Hong, Andrew Sonta, Joyce Jihyun Kim, Maedot S. Andargie, Tareq Abuimara, Mounir El Asmar, Rishee Jain, Mohamed Ouf, Farhang Tahmasebi, and Jin Zhou."Simulation-aided occupant-centric building design: A critical review of tools, methods, and applications."Energy and Buildings
224 (2020) 110292. DOI
Drgoňa, Ján, Javier Arroyo, Iago Cupeiro Figueroa, David Blum, Krzysztof Arendt, Donghun Kim, Enric Perarnau Ollé, Juraj Oravec, Michael Wetter, Draguna L. Vrabie, and Lieve Helsen."All you need to know about model predictive control for buildings."Annual Reviews in Control
(2020). DOI
Shan, , Xiaofang, Na Luo, Kaiyu Sun, Tianzhen Hong, Yi-Kuen LEE, and Wei-Zhen Lu."Coupling CFD and building energy modelling to optimize the operation of a large open office space for occupant comfort."Sustainable Cities and Society
60 (2020) 102257. DOI
Zhang, Kun, David Blum, Milica Grahovac, Jianjun Hu, Jessica Granderson, and Michael Wetter."Development and Verification of Control Sequences for Single- Zone Variable Air Volume System Based on ASHRAE Guideline 36."American Modelica Conference 2020
(2020). DOI
Nubbe, Valerie, Kyung Lee, Alejandro Valdez, Ed Barbour, and Jared Langevin."Grid-Interactive Efficient Building Technology Cost, Performance, and Lifetime Characteristics."
(2020). DOI
Weng, , Lien-Chun, Alexis T. Bell, and Adam Z. Weber."A systematic analysis of Cu-based membrane-electrode assemblies for CO 2 reduction through multiphysics simulation."Energy & Environmental Science
13.10 (2020) 3592-3606. DOI
Pritoni, Marco, Anand Prakash, David Blum, Kun Zhang, Rui Tang, and Jessica Granderson."Advanced control sequences and FDD technology. Just shiny objects, or ready for scale?."ACEEE Summer Study 2020
(2020). DOI
Casillas, Armando, Guanjing Lin, and Jessica Granderson."Curation of Ground-Truth Validated Benchmarking Datasets for Fault Detection & Diagnostics Tools."2020 ACEEE Summer Study
(2020). DOI
Fernandes, Samuel, Eliot Crowe, Samir Touzani, and Jessica Granderson."Detecting the undetected: Dealing with non-routine events using advanced M&V meter-based savings approaches."ACEEE Summer Study on Energy Efficiency in Buildings
(2020). DOI
Liu, Jingjing, Rongxin Yin, Marco Pritoni, Mary Ann Piette, and Monica Neukomm."Developing and Evaluating Metrics for Demand Flexibility in Buildings: Comparing Simulations and Field Data."ACEEE Summer Study
(2020). DOI
Yoon, Nari, Leslie K. Norford, Ali Malkawi, Holly Samuelson, and Mary Ann Piette."Dynamic metrics of natural ventilation cooling effectiveness for interactive modeling."Building and Environment
180.106994 (2020). DOI
Luo, Xuan, Yu-Hang Tang, and Tianzhen Hong."Efficient Computation Of Surface Sunlit Fractions In Urban-Scale Building Modeling Using Ray-Tracing Techniques."2020 Building Performance Analysis Conference and SimBuild co-organized by ASHRAE and IBPSA-USA
(2020). DOI
Zhang, Wanni, Tianzhen Hong, and Xuan Luo."Extract useful information from building permits data to profile a city’s building retrofit history."2020 Building Performance Analysis Conference and SimBuild co-organized by ASHRAE and IBPSA-USA
(2020). DOI
Li, Xiangfeng, Yuan Ying, Xiaodong Xu, Yiwei Wang, Syed Asad Hussain, Tianzhen Hong, and Wei Wang."Identifying key determinants for building energy analysis from urban building datasets."Building and Environment
181 (2020) 107114. DOI
Baker, , Andrew M., Andrew R. Crothers, Kavitha Chintam, Xiaoyan Luo, Adam Z. Weber, Rodney L. Borup, and Ahmet Kusoglu."Morphology and Transport of Multivalent Cation-Exchanged Ionomer Membranes Using Perfluorosulfonic Acid–CeZ+as a Model System."ACS Applied Polymer Materials
2.8 (2020) 3642 - 3656. DOI
Fischer, Marc L., Eric D. Lebel, and Robert B. Jackson."Quantifying Methane from California’s Plugged and Abandoned Oil and Gas Wells."
(2020).
Gautam, Sagar, Umakant Mishra, Corinne D. Scown, and Yao Zhang."Sorghum biomass production in the continental United States and its potential impacts on soil organic carbon and nitrous oxide emissions."GCB Bioenergy
12.10 (2020) 878 - 890. DOI