Publications

X Author: Tianzhen Hong

2025

Li, Han, Miguel Heleno, Wanni Zhang, Kaiyu Sun, Luis Rodriguez Garcia, and Tianzhen Hong."A cross-dimensional analysis of data-driven short-term load forecasting methods with large-scale smart meter data."Energy and Buildings 344 (2025) 115909. DOI

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, 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).
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
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
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
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
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

Hong, Tianzhen, Jeetika Malik, Amanda Krelling, William O'Brien, Kaiyu Sun, Roberto Lamberts, and Max Wei."Ten questions concerning thermal resilience of buildings and occupants for climate adaptation."Building and Environment 244 (2023) 110806. DOI
Li, Han, Hicham Johra, Flavia deAndrade Pereira, Tianzhen Hong, Jérôme Le Dréau, Anthony Maturo, Mingjun Wei, Yapan Liu, Ali Saberi-Derakhtenjani, Zoltan Nagy, Anna Marszal-Pomianowska, Donal Finn, Shohei Miyata, Kathryn Kaspar, Kingsley Nweye, Zheng O'Neill, Fabiano Pallonetto, and Bing Dong."Data-driven key performance indicators and datasets for building energy flexibility: A review and perspectives."Applied Energy 343 (2023) 121217. DOI
Hu, shan, Xin Zhou, Da Yan, Fei Guo, Tianzhen Hong, and Yi Jiang."A systematic review of building energy sufficiency towards energy and climate targets."Renewable and Sustainable Energy Reviews 181 (2023) 113316. DOI
Hu, shan, Xin Zhou, Da Yan, Fei Guo, Tianzhen Hong, and Yi Jiang."A systematic review of building energy sufficiency towards energy and climate targets."Renewable and Sustainable Energy Reviews 181 (2023) 113316. DOI
Malik, Jeetika, Handi Chandra Putra, Kaiyu Sun, and Tianzhen Hong."On the applicability of various levels of detail for occupant behavior representation and modeling in building performance simulation."Building Simulation (2023). DOI
Nagy, Zoltan, Gregor P Henze, Sourav Dey, Javier Arroyo, Lieve Helsen, Xiangyu Zhang, Bingqing Chen, Kadir Amasyali, Kuldeep Kurte, Ahmed Zamzam, Helia Zandi, Ján Drgoňa, Matias Quintana, Steven McCullogh, June Young Park, Han Li, Tianzhen Hong, Silvio Brandi, Giuseppe Pinto, Alfonso Capozzoli, Draguna Vrabie, Mario Bergés, Kingsley Nweye, Thibault Marzullo, and Andrey Bernstein."Ten questions concerning reinforcement learning for building energy management."Building and Environment (2023) 110435. DOI
Perera, A.T.D, Kavan Javanroodi, Dasaraden Mauree, Vahid M Nik, Pietro Florio, Tianzhen Hong, and Deliang Chen."Challenges resulting from urban density and climate change for the EU energy transition."Nature Energy 8.4 (2023) 397 - 412. DOI
Perera, A.T.D, Kenichi Soga, Yujie Xu, Peter Nico, and Tianzhen Hong."Enhancing flexibility for climate change using seasonal energy storage (aquifer thermal energy storage) in distributed energy systems."Applied Energy 340 (2023) 120957. DOI
Perera, A.T.D, Kenichi Soga, Yujie Xu, Peter Nico, and Tianzhen Hong."Enhancing flexibility for climate change using seasonal energy storage (aquifer thermal energy storage) in distributed energy systems."Applied Energy 340 (2023) 120957. DOI
Lin, Ziqi, Tianzhen Hong, Xiaodong Xu, Jiayu Chen, and Wei Wang."Evaluating energy retrofits of historic buildings in a university campus using an urban building energy model that considers uncertainties."Sustainable Cities and Society 95 (2023) 104602. DOI