Publications: Modeling
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2024
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 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. 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).
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
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
Shackelford, Jordan, Spencer M Dutton, Cynthia Regnier, Wanyu R Chan, and Alastair Robinson."Modeled Retrofit Package Performance for Schools."
(2024). DOI
Webster, Brett, Lucas Toffoli, Martha Campbell, Aven Satre-Meloy, Leslie Badger, Alison Donovan, Damon Lane, Kevin McGrath, Eric Wilson, Janet Reyna, Cheryn Metzger, and Tyler Pilet."Accelerating Residential Building Decarbonization: Market Guidance to Scale Zero-Carbon-Aligned Buildings."Advanced Building Construction
(2024).
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. DOI
McNeil, Wilson H, Fan Tong, Robert A Harley, Maximilian Auffhammer, and Corinne D Scown."Corridor-Level Impacts of Battery-Electric Heavy-Duty Trucks and the Effects of Policy in the United States."Environmental Science & Technology
58.1 (2024) 33 - 42. DOI
Haddad, Shamila, Wanni Zhang, Riccardo Paolini, Kai Gao, Muzahim Altheeb, Abdulrahman Al Mogirah, Abdullatif BinMoammar, Tianzhen Hong, Ansar Khan, C Cartalis, A Polydorose, and Mattheos Santamouris."Quantifying the Energy Impact of Heat Mitigation in Cities: A Catalyst for Building Energy Saving."Nature Cities
(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. DOI
Hansen, Kentaro, Priyamvada Goyal, Jennifer Garland, Andrew R Crothers, and Ahmet Kusoglu."Does Confinement Mediate Cerium Exchange and Its Impact on Ionomer Properties?."ACS Applied Polymer Materials
6.11 (2024) 6192–6198. DOI
Hamilton, Sofia D, Dien Wu, Matthew S Johnson, Alexander J Turner, Marc L Fischer, Nikhil Dadheech, and Seongeun Jeong."Estimating Carbon Dioxide Emissions in Two California Cities Using Bayesian Inversion and Satellite Measurements."Geophysical Research Letters
51.20 (2024). DOI
Zanetti, Ettore, David Blum, Marco Pritoni, and Mary Ann Piette."Field Performance of Commercial Building Load Flexibility Using Model Predictive Control."8th International High Performance Buildings Conference at Purdue
(2024). DOI
Malik, Jeetika, Tianzhen Hong, Max Wei, and Sea Rotmann."Prioritize energy sufficiency to decarbonize our buildings."Nature Human Behaviour
8.3 (2024) 406-410. DOI
2023
Munankarmi, Prateek, Eric Wilson, Janet L Reyna, Elaina Present, Stacey Rothgeb, and Aven Satre-Meloy."Modeled Results of Four Residential Energy Efficiency Measure Packages for Deriving Advanced Building Construction Research Targets."
(2023). DOI
Liu, Jingjing, Lili Yu, Rongxin Yin, Mary Ann Piette, Marco Pritoni, Armando Casillas, and Peter Schwartz."Factors Influencing Building Demand Flexibility."
(2023). DOI
Wetter, Michael, and Matthias Sulzer."A call to action for building energy system modelling in the age of decarbonization."Journal of Building Performance Simulation
(2023) 1 - 11. DOI