Publications

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2024

Less, Brennan, and Iain S Walker."HVAC Heat Pump Upgrades and their Impact on Household Maximum Power Demand."Proceedings of the ACEEE Summer Study 2024. ACEEE, Washington, DC (2024).
Casillas, Armando, Jessica Granderson, Yimin Chen, John House, Guanjing Lin, Weiping Huang, Guhan Velmurugan, and Marco Pritoni."Innovating the next generation of commercial smart building software."ACEEE Summer Study (2024).
Szum, Carolyn, Han Li, Robin Mitchell, Sydney Applegate, Billierae Engelman, Nicholas Long, Yassen Roussev, and Eric Noller."New U.S. Data Tools are Playing a Crucial Role in Decarbonizing Buildings at Speed, Scale, and Low Cost."2024 ACEEE Summer Study on Energy Efficiency in Buildings (2024). DOI
Ham, Sang woo, Lazlo Paul, Armando Casillas, Anand Prakash, Donghun Kim, Richard E Brown, Marco Pritoni, and Peter Grant."Practical challenges of model predictive control (MPC) for grid interactive small and medium commercial buildings."ACEEE Summer Study (2024).
Casquero-Modrego, Nuria, M Venkatraman, and Iain S Walker."The Costs of Decarbonizing Multifamily Buildings in DACs and Rural Areas."2024 Summer Study on Energy Efficiency in Buildings. American Council for an Energy Efficient Economy (ACEEE) (2024). DOI
Agarwal, Shreya, Marco Pritoni, Jessica Collier, Jeff Wanner, Ruth Taylor, Meghan McNulty, and Mary M Bryan."Through the looking glass: analyzing barriers to adoption of advanced rooftop unit controls through human-centered observational research."ACEEE Summer Study (2024).
Nordman, Bruce, Lauren Parker, Anand Prakash, and Mary Ann Piette."Transforming Demand Response using Open ADR 3.0." (2024). DOI
Xu, Yujie, Pouya Vahmani, Andrew Jones, and Tianzhen Hong."Anthropogenic heat from buildings in Los Angeles County: A simulation framework and assessment."Sustainable Cities and Society 107 (2024) 105468. DOI
Krelling, Amanda, Roberto Lamberts, Jeetika Malik, Wanni Zhang, Kaiyu Sun, and Tianzhen Hong."Defining weather scenarios for simulation-based assessment of thermal resilience of buildings under current and future climates: A case study in Brazil."Sustainable Cities and Society 107 (2024) 105460. DOI
Liang, Wei, Han Li, Sicheng Zhan, Adrian Chong, and Tianzhen Hong."Energy flexibility quantification of a tropical net-zero office building using physically consistent neural network-based model predictive control."Advances in Applied Energy 14 (2024) 100167. DOI
Jain, Anubhav, Tianzhen Hong, Mary Ann Piette, Michael D Sohn, Will Gorman, Alexandre Moreira, Lazlo Paul, Haitam Laarabi, and Maher Alghalayini."Frontiers in Energy Storage: Next-Generation Artificial Intelligence (AI)." (2024).
Ding, Chao, Jing Ke, Mark D Levine, and Nan Zhou."Potential of artificial intelligence in reducing energy and carbon emissions of commercial buildings at scale."Nature Communications 15 (2024). DOI
Pereira, Flavia De Andrade, Lazlo Paul, Marco Pritoni, Armando Casillas, Anand Prakash, Weiping Huang, Conor Shaw, Susana Martin-Toral, Donal Finn, and James O’ Donnell."Enabling portable demand flexibility control applications in virtual and real buildings."Journal of Building Engineering 86 (2024) 108645. DOI
Robinson, Alastair, Samuel Fernandes, Tianzhen Hong, Sang Hoon Lee, Ronnen M Levinson, and Mary Ann Piette."Potential Urban Heat Island Countermeasures and Building Energy Efficiency Improvements in Los Angeles County." (2024).
Wu, Jiyuan, Lan Wang, Tianzhen Hong, Qinran Hu, and Wei Wang."Revealing and optimizing the design of cover installation for outdoor units of air conditioners through CFD simulations and thermodynamic modeling."Journal of Building Engineering 87 (2024) 109014. DOI
Coraci, Davide, Silvio Brandi, Tianzhen Hong, and Alfonso Capozzoli."An innovative heterogeneous transfer learning framework to enhance the scalability of deep reinforcement learning controllers in buildings with integrated energy systemsAbstract."Building Simulation 17.5 (2024) 739 - 770. DOI
Lee, Sang Hoon, Tianzhen Hong, Minh Le, Lujuana Medina, Yujie Xu, Alastair Robinson, and Mary Ann Piette."Assessment of energy and thermal resilience performance to inform climate mitigation of multifamily buildings in disadvantaged communities."Sustainable Cities and Society 104 (2024) 105319. DOI
Sawe, Nik, Hongyou Lu, Jeffrey Rissman, Zhiyu Tian, and Nan Zhou."Clean Industry in China: A Techno-Economic Comparison of Electrified Heat Technologies, Barriers, and Policy Options." (2024). DOI
Ham, Sang woo, Lazlo Paul, Donghun Kim, Marco Pritoni, Richard E Brown, and Jingjuan Feng."Decarbonization of heat pump dual fuel systems using a practical model predictive control: Field demonstration in a small commercial building."Applied Energy 361 (2024) 122935. DOI
Benne, Kyle, Jermy Thomas, Jiazhen Ling, David Blum, and Amir Roth."Simulation-Driven Rating of Smart Thermostats."Eleventh National Conference of IBPSA-USA SimBuild 2024 (2024). DOI
Pan, Xiyu, Yujie Xu, and Tianzhen Hong."Surrogate modelling for urban building energy simulation based on the bidirectional long short-term memory model."Journal of Building Performance Simulation (2024) 1 - 19. DOI
Li, Han, Giuseppe Pinto, Marco Savino Piscitelli, Alfonso Capozzoli, and Tianzhen Hong."Building thermal dynamics modeling with deep transfer learning using a large residential smart thermostat dataset."Engineering Applications of Artificial Intelligence 130 (2024) 107701. DOI
Jiang, Jingjing, Deyun Yin, Zhuoluo Sun, Bin Ye, and Nan Zhou."Global trend of methane abatement inventions and widening mismatch with methane emissions."Nature Climate Change 14.4 (2024) 393 - 401. DOI
Zhao, Haoran, Wanyu R Chan, Chrissi Antonopoulos, Eric Martin, Paul Francisco, Iain S Walker, and Brett C Singer."Mechanical Ventilation and IAQ in Recently Constructed US Homes."Indoor Air 2024 (2024).
Walker, Iain S, Brennan Less, Cara Lozinsky, David M Lorenzetti, Nuria Casquero-Modrego, and Michael D Sohn."Compartmentalization and Ventilation System Impacts on Air and Contaminant Transport for Multifamily Buildings."International Journal of Ventilation. (2024). DOI