Publications

Muehleisen, Ralph, Ji-Hyun Kim, Carolyn Szum, Ronnen M Levinson, Zhaoyun Zeng, H Kim, Bruce Hamilton, and Mark Lister. Cost-Benefit Analysis For Indonesia Building Sector: Whole-Building Cooling Solutions. 2024.

Baik, Sunhee, Cesca Miller, and Juan Pablo Carvallo. Consumer Benefits of A Clean Energy Transition: The resilience value of residential solar + storage systems in the continental U.S. 2024.

Pigman, Margaret, Dev Millstein, Natalie Mims Frick, Wanya Chan, and William W Delp. Consumer Impacts of A Clean Energy Transition: Climate and health benefits from electrifying residential space and water heating. 2024.

Bolinger, Mark, and Natalie Mims Frick. Consumer Impacts of A Clean Energy Transition: Renewable Energy. Ed. Ryan H Wiser. 2024.

Frick, Natalie Mims, Sean Murphy, Dimitra Cappers, and Portia Awuah. Consumer Impacts of A Clean Energy Transition: Energy Efficiency. 2024.

Frick, Natalie Mims, Sunhee Baik, Mark Bolinger, Juan Pablo Carvallo, Cesca Miller, Dev Millstein, Sean Murphy, Margaret Pigman, and Lisa C Schwartz. "Consumer Benefits of A Clean Energy Transition: Policy Brief." 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).

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Millstein, Dev, Julie Mulvaney Kemp, Will Gorman, and Ryan H Wiser. "Transmission value in 2023: Market data shows the value of transmission remained high in certain locations despite overall low wholesale electricity prices." 2024.

Technical Brief PDF

Fornaciari, Julie C, Shannon W Boettcher, Ethan J Crumlin, Ahmet Kusoglu, David G Prendergast, Daniela Ushizima, Iryna V Zenyuk, and Adam Z Weber. "Achieving the hydrogen shot: Interrogating ionomer interfaces." MRS Energy & Sustainability (2024).

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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.

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McAdams, Jasmine, and Nichole L Hanus. Establishing and Maintaining Engagement for a Distributional Equity Analysis. 2024.

Schellenberg, Josh A, and Lisa C Schwartz. Grid Resilience Plans: State Requirements, Utility Practices, and Utility Plan Template. 2024.

Davis, Cody, and Lisa C Schwartz. "Sizing Electric Service Panels and Utility Infrastructure for Residential Electrification and Distributed Energy Resources Adoption." 2024.

Sandonato, Anthony, Bentham Paulos, and Greg Leventis. "Community Solar for Opportunity States: An exploration of development models for community solar projects in states that lack explicit enabling policies." 2024.

Technical Brief PDF

Gorman, Will, Galen L Barbose, Cesca Miller, Phillip White, Juan Pablo Carvallo, and Sunhee Baik. "Evaluating the potential for solar-plus-storage backup power in the United States as homes integrate efficient, flexible, and electrified energy technologies." Energy 304 (2024).

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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.

Taylor, Margaret, K Sydny Fujita, Jingjing Zhang, Hung-Chia Yang, Sarah K Price, and David Jacobowitz. A Strategic Condition Framework for Energy Innovation. 2024.

Haddad, Shamila, Wanni Zhang, Riccardo Paolini, Kai Gao, Muzahim Altheeb, Abdulrahman Al Mogirah, Abdullatif BinMoammar, Tianzhen Hong, Ansar Khan, Constantinos Cartalis, Anastasios Polydoros, and Mattheos Santamouris. "Quantifying the energy impact of heat mitigation technologies at the urban scale." Nature Cities 1.1 (2024) 62–72.

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Park, Jiwon, Kwang Ho Lee, Sang Hoon Lee, and Tianzhen Hong. "Benefits assessment of cool skin and ventilated cavity skin: Saving energy and mitigating heat and grid stress." Building and Environment 247 (2024) 111027.

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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.

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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.

an_innovative_heterogeneous_transfer_learning_framework.pdf

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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.

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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.

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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.

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Krelling, Amanda Fraga, 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.

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