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2022
Pinto, Giuseppe, Riccardo Messina, Han Li, Tianzhen Hong, Marco Savino Piscitelli, and Alfonso Capozzoli."Sharing is caring: An extensive analysis of parameter-based transfer learning for the prediction of building thermal dynamics."Energy and Buildings
276 (2022) 112530. DOI
Malik, Jeetika, Ronita Bardhan, Tianzhen Hong, and Mary Ann Piette."Developing occupant archetypes within urban low-income housing: A case study in Mumbai, India."Building Simulation
15.9 (2022) 1661 - 1683. DOI
Grant, Peter, and Christoph Gehbauer."Evaluating the Impacts of Weather Forecast Inaccuracy on Performance of Model Predictive Control for Dynamic Facades."2022 Building Performance Modeling Conference and SimBuild
(2022).
Hinkelman, Kathryn, Saranya Anbarasu, Michael Wetter, Antoine Gautier, and Wangda Zuo."A fast and accurate modeling approach for water and steam thermodynamics with practical applications in district heating system simulation."Energy
254 (2022) 124227. DOI
Zanetti, Ettore, Donghun Kim, David Blum, Rossano Scroccia, and Marcello Aprile."Performance comparison of quadratic, nonlinear, and mixed integer nonlinear MPC formulations and solvers on an air source heat pump hydronic floor heating system."Journal of Building Performance Simulation
(2022) 1 - 19. DOI
Kim, Donghun, Zhe Wang, James Brugger, David Blum, Michael Wetter, Tianzhen Hong, and Mary Ann Piette."Site demonstration and performance evaluation of MPC for a large chiller plant with TES for renewable energy integration and grid decarbonization."Applied Energy
321 (2022) 119343. DOI
Sun, Kaiyu, Tianzhen Hong, Janghyun Kim, and Barry Hooper."Application and evaluation of a pattern-based building energy model calibration method using public building datasets."Building Simulation
15.8 (2022) 1385 - 1400. DOI
Roa, Carlos Duarte, Paul Raftery, Rupam Singla, Marco Pritoni, and Therese Peffer."Detecting Passing Valves at Scale Across Different Buildings and Systems: A Brick Enabled and Mortar Tested Application."2022 Summer Study on Energy Efficiency in Buildings
(2022). DOI
Casillas, Armando, Guanjing Lin, Jessica Granderson, Sen Huang, and Yan Chen."Development of a Simulated Air Handling Unit Fault Dataset for FDD Tools: Lessons Learned and Considerations for FDD Developers."2022 ACEEE Summer Study on Energy Efficiency in Buildings
(2022). DOI
Helmns, Dre, Armando Casillas, Anand Prakash, David Blum, Marco Pritoni, Spencer M. Dutton, Jonathan Woolley, and Subhrajit Chakraborty."Heat Pumps with Phase Change Thermal Storage: Flexible, Efficient, and Electrification Friendly."2022 Summer Study on Energy Efficiency in Buildings
(2022). DOI
Teso, Lorenzo, Laura Carnieletto, Kaiyu Sun, Wanni Zhang, Andrea Gasparella, Piercarlo Romagnoni, Angelo Zarrella, and Tianzhen Hong."Large scale energy analysis and renovation strategies for social housing in the historic city of Venice."Sustainable Energy Technologies and Assessments
52 (2022) 102041. DOI
Teso, Lorenzo, Laura Carnieletto, Kaiyu Sun, Wanni Zhang, Andrea Gasparella, Piercarlo Romagnoni, Angelo Zarrella, and Tianzhen Hong."Large scale energy analysis and renovation strategies for social housing in the historic city of Venice."Sustainable Energy Technologies and Assessments
52 (2022) 102041. DOI
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
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
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
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
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
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
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
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
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