Publications: Modeling
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2022
Singh, Reshma, Samuel Fernandes, Anand Prakash, Paul A Mathew, Jessica Granderson, Colman Snaith, Rahul Pusapati, Prakash Jadhav, Avideh Zakhor, Rishi Upadhyay, Ozgur Gonen, and Harry Bergmann."Scaling Building Energy Audits through Machine Learning Methods on Novel Drone Image Data."2022 Summer Study on Energy Efficiency in Buildings
(2022). DOI
Roth, Amir, Michael Wetter, Kyle Benne, Yan Chen, Gabriel Fierro, Marco Pritoni, Avijit Saha, and Draguna Vrabie."Towards Digital and Performance-Based Supervisory HVAC Control Delivery."2022 Summer Study on Energy Efficiency in Buildings
(2022). DOI
Yu, Lili, Jingjing Liu, Rongxin Yin, Mary Ann Piette, Marco Pritoni, Armando Casillas, Monica Neukomm, and Amir Roth."When Do Efficiency and Demand Flexibility Go Hand-in-hand?."2022 Summer Study on Energy Efficiency in Buildings
(2022). DOI
Malik, Jeetika, Elie Azar, Ardeshir Mahdavi, and Tianzhen Hong."A level-of-details framework for representing occupant behavior in agent-based models."Automation in Construction
139 (2022) 104290. DOI
King, Alex J, Justin C Bui, Alexis T Bell, and Adam Z Weber."Establishing the Role of Operating Potential and Mass Transfer in Multicarbon Product Generation for Photoelectrochemical CO2."ACS Energy Letters
(2022) 2694 - 2700. DOI
Sun, Kaiyu, Patricia Kusumah, Wanni Zhang, Max Wei, and Tianzhen Hong."Exploring Decarbonization and Clean Energy Pathways for Disadvantaged Communities in California."5th International Conference on Building Energy and Environment
(2022).
Luo, Na, Gabe Fierro, Yapan Liu, Bing Dong, and Tianzhen Hong."Extending the Brick schema to represent metadata of occupants."Automation in Construction
139 (2022) 104307. DOI
Blum, David, Zhe Wang, Chris Weyandt, Donghun Kim, Michael Wetter, Tianzhen Hong, and Mary Ann Piette."Field demonstration and implementation analysis of model predictive control in an office HVAC system."Applied Energy
318 (2022) 119104. DOI
Casillas, Armando, Yimin Chen, Guanjing Lin, Jessica Granderson, Sen Huang, and Zhelun Chen."Modeling Air Handling Units to Create a Diverse Fault Dataset for FDD Innovation: Lessons Learned and Recommendations."7th International High Performance Buildings Conference
(2022). DOI
Li, Haoran, Juan Hou, Tianzhen Hong, and Natasa Nord."Distinguish between the economic optimal and lowest distribution temperatures for heat-prosumer-based district heating systems with short-term thermal energy storage."Energy
248 (2022) 123601. DOI
Wang, Yuhan, Lucas A.J Bastien, Ling Jin, and Robert A Harley."Responses of Photochemical Air Pollution in California’s San Joaquin Valley to Spatially and Temporally Resolved Changes in Precursor Emissions."Environmental Science & Technology
56.11 (2022) 7074 - 7082. DOI
Delp, William W, Brennan Less, Haoran Zhao, Spencer M Dutton, Wanyu R Chan, and Brett C Singer."Simulation-Based Analysis of Impacts of Reduced Envelope and Duct Air Leakage on Indoor Air Pollutant Concentrations in Occupied Manufactured Homes."
(2022).
Malik, Jeetika, Ardeshir Mahdavi, Elie Azar, Handi Chandra Putra, Christiane Berger, Clinton Andrews, and Tianzhen Hong."Ten questions concerning agent-based modeling of occupant behavior for energy and environmental performance of buildings."Building and Environment
217 (2022) 109016. DOI
Liu, Jiangjin, and Adam Z Weber."Ionomer Optimization for Hydroxide-Exchange-Membrane Water Electrolyzers Operated with Distilled Water: A Modeling Study."Journal of The Electrochemical Society
169.5 (2022) 054506. DOI
Debnath, Ramit, Ronita Bardhan, Ashwin Misra, Tianzhen Hong, Vida Rozite, and Michael H Ramage."Lockdown impacts on residential electricity demand in India: A data-driven and non-intrusive load monitoring study using Gaussian mixture models."Energy Policy
164 (2022) 112886. DOI
Luo, Na, Zhe Wang, David Blum, Christopher Weyandt, Norman Bourassa, Mary Ann Piette, and Tianzhen Hong."A three-year dataset supporting research on building energy management and occupancy analytics."Nature Scientific Data
(2022). DOI
Vahmani, Pouya, Xuan Luo, Andrew Jones, and Tianzhen Hong."Anthropogenic heating of the urban environment: An investigation of feedback dynamics between urban micro-climate and decomposed anthropogenic heating from buildings."Building and Environment
213 (2022) 108841. DOI
Jeong, Seongeun, Marc L Fischer, Hanna Breunig, Alison R Marklein, Francesca M Hopkins, and Sebastien C Biraud."Artificial Intelligence Approach for Estimating Dairy Methane Emissions."Environmental Science & Technology
56.8 (2022) 4849 - 4858. DOI
Hinkelman, Kathryn, Jing Wang, Wangda Zuo, Antoine Gautier, Michael Wetter, Chengliang Fan, and Nicholas Long."Modelica-based modeling and simulation of district cooling systems: A case study."Applied Energy
311 (2022) 118654. DOI
Hinkelman, Kathryn, Saranya Anbarasu, Michael Wetter, Antoine Gautier, Baptiste Ravache, and Wangda Zuo."Towards Open-Source Modelica Models for Steam-Based District Heating Systems."2022 Open Source Modelling and Simulation of Energy Systems (OSMSES)2022 Open Source Modelling and Simulation of Energy Systems (OSMSES)
(2022). DOI
Chen, Yimin, Guanjing Lin, Zhelun Chen, Jin Wen, and Jessica Granderson."A simulation-based evaluation of fan coil unit fault effects."Energy and Buildings
263 (2022). DOI
Ward, Gregory J, David Geisler-Moroder, Eleanor S Lee, Jacob C Jonsson, and Taoning Wang."Daylight Simulation Workflows Incorporating Measured Bidirectional Scattering Distribution Functions."Energy and Building
259 (2022).
Chen, Chien-fei, Thomas Dietz, Nina H Fefferman, Jamie Greig, Kristen Cetin, Caitlin Robinson, Laura Arpan, Marcel Schweiker, Bing Dong, Wenbo Wu, Yue Li, Hongyu Zhou, Jianzhong Wu, Jin Wen, Joshua S Fu, Tianzhen Hong, Da Yan, Hannah Nelson, Yimin Zhu, Xueping Li, Le Xie, and Rachel Fu."Extreme events, energy security and equality through micro- and macro-levels: Concepts, challenges and methods."Energy Research & Social Science
85 (2022) 102401. DOI
Zhang, Tianyu, Justin C Bui, Zhengyuan Li, Alexis T Bell, Adam Z Weber, and Jingjie Wu."Highly selective and productive reduction of carbon dioxide to multicarbon products via in situ CO management using segmented tandem electrodes."Nature Catalysis
(2022). DOI
Romiluyi, Oyinkansola, Nemanja Danilovic, Alexis T Bell, and Adam Z Weber."Membrane‐electrode assembly design parameters for optimal CO2 reduction."Electrochemical Science Advances
(2022). DOI