M2FCT

2023

Mata, Omar, Juana Isabel Méndez, Pedro Ponce, Therese Peffer, Alan K Meier, and Arturo Molina."Energy Savings in Buildings Based on Image Depth Sensors for Human Activity Recognition."Energies 16.3 (2023) 1078. DOI

Perera, A.T.D, Bingyu Zhao, Zhe Wang, Kenichi Soga, and Tianzhen Hong."Optimal design of microgrids to improve wildfire resilience for vulnerable communities at the wildland-urban interface."Applied Energy 335 (2023) 120744. DOI

Coraci, Davide, Silvio Brandi, Tianzhen Hong, and Alfonso Capozzoli."Online transfer learning strategy for enhancing the scalability and deployment of deep reinforcement learning control in smart buildings."Applied Energy 333 (2023) 120598. DOI

Perera, A.T.D, and Tianzhen Hong."Vulnerability and resilience of urban energy ecosystems to extreme climate events: A systematic review and perspectives."Renewable and Sustainable Energy Reviews 173 (2023) 113038. DOI

Kim, Donghun, and Sang woo Ham."ActiveBAS: A Low-cost, Scalable Control Solution for Grid-Interactive Small and Medium Sized Commercial Buildings (CRADA Final Report)." (2023). DOI

Lee, Sang Hoon, and Ronnen M Levinson."Cool envelope benefits in future typical weather and heatwave conditions for single-family homes in Los Angeles." (2023). DOI

Hart, Robert, Stephen Fisher, and Stephen Morse."Guidelines for Determining the Load Resistance of Thin-Glass Triple-Pane Insulating Glass Unit Configurations." (2023). DOI

Gautier, Antoine, Michael Wetter, Jianjun Hu, and Hubertus Tummescheit."HVAC and Control Templates for the Modelica Buildings Library."15th International Modelica Conference 2023, Aachen, October 9-11Proceedings of the 15th International Modelica Conference 2023, Aachen, October 9-11 204 (2023). DOI

Levinson, Ronnen M, Mansour Alhazmi, Jackson Becce, Andre Desjarlais, Haley E Gilbert, Greg Kats, Jacob Miller, Emily Morin, David J Sailor, and Sarah Schneider."United States Cool Surfaces Deployment Plan." (2023). DOI

2022

Li, Han, and Tianzhen Hong."A semantic ontology for representing and quantifying energy flexibility of buildings."Advances in Applied Energy 8 (2022) 100113. DOI

Liu, Jingjing, Rongxin Yin, Lili Yu, Mary Ann Piette, Marco Pritoni, Armando Casillas, Jiarong Xie, Tianzhen Hong, Monica Neukomm, and Peter Schwartz."Defining and applying an electricity demand flexibility benchmarking metrics framework for grid-interactive efficient commercial buildings."Advances in Applied Energy 8 (2022) 100107. DOI

Liu, Jingjing, Steve Windergren, Jaime Kolln, Sonny Xue, Ted Bohn, and Richard E Brown."State of Common Grid Services Definitions." (2022).

Luo, Na, Xuan Luo, Mohammad Mortezazadeh, Maher Albettar, Wanni Zhang, Dongxue Zhan, Liangzhu Wang, and Tianzhen Hong."A data schema for exchanging information between urban building energy models and urban microclimate models in coupled simulations."Journal of Building Performance Simulation (2022) 1 - 18. DOI

Gautier, Antoine, Michael Wetter, and Matthias Sulzer."Resilient cooling through geothermal district energy system."Applied Energy 325 (2022) 119880. DOI

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

Piette, Mary Ann, Jingjing Liu, Bruce Nordman, Sarah Josephine Smith, Richard E Brown, Marco Pritoni, and Brian F Gerke."Accelerating Decarbonization with the California Load Flexibility Research and Deployment Hub." (2022).

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).

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

Fauchier-Magnan, Nicolas, Joshua Morejohn, and Marco Pritoni."A low-cost centralized HVAC control system solution for energy savings, load shedding, and improved maintenance."2022 Summer Study on Energy Efficiency in Buildings (2022). DOI

Liu, Jingjing, Lili Yu, Rongxin Yin, Mary Ann Piette, Marco Pritoni, Armando Casillas, Monica Neukomm, and Amir Roth."Benchmarking Demand Flexibility in Commercial Buildings and Flattening the Duck – Addressing Baseline and Commissioning Challenges."2022 Summer Study on Energy Efficiency in Buildings (2022). DOI

Nordman, Bruce, Marco Pritoni, Mary Ann Piette, and Anand Prakash."Communication Requirements for Price-Based Grid Coordination."2022 Summer Study on Energy Efficiency in Buildings (2022). 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

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