Tianzhen Hong
Publications
Viewing 25 of 268 publications
2024
, , , , , , , , and . Frontiers in Energy Storage: Next-Generation Artificial Intelligence (AI). 2024.
, , , , , , , , , , , and . "Quantifying the energy impact of heat mitigation technologies at the urban scale." Nature Cities 1.1 (2024) 62–72.
, , , and . "Benefits assessment of cool skin and ventilated cavity skin: Saving energy and mitigating heat and grid stress." Building and Environment 247 (2024) 111027.
, , , , and . "Building thermal dynamics modeling with deep transfer learning using a large residential smart thermostat dataset." Engineering Applications of Artificial Intelligence 130 (2024) 107701.
, , , , and . "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.
, , , , , , and . "Assessment of energy and thermal resilience performance to inform climate mitigation of multifamily buildings in disadvantaged communities." Sustainable Cities and Society 104 (2024) 105319.
, , , , and . "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.
, , , , , and . "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.
, , and . "Surrogate modelling for urban building energy simulation based on the bidirectional long short-term memory model." Journal of Building Performance Simulation (2024) 1–19.
, , , and . "Anthropogenic heat from buildings in Los Angeles County: A simulation framework and assessment." Sustainable Cities and Society 107 (2024) 105468.
, , , , , , , , , , , and . "Quantifying the Energy Impact of Heat Mitigation in Cities: A Catalyst for Building Energy Saving." Nature Cities (2024).
2023
, , , , , , , , , , , , , and . An Action Plan for Greater Climate Equity for Disadvantaged Communities in Fresno. 2023.
, , , , , , and . "Ten questions concerning thermal resilience of buildings and occupants for climate adaptation." Building and Environment 244 (2023) 110806.
, , , , , , and . "Challenges resulting from urban density and climate change for the EU energy transition." Nature Energy 8.4 (2023) 397–412.
, , and . "International review of occupant aspects of building energy codes and standards." ASHRAE 65 (2023).
, , , , , and . "A systematic review of building energy sufficiency towards energy and climate targets." Renewable and Sustainable Energy Reviews 181 (2023) 113316.
, and . "Vulnerability and resilience of urban energy ecosystems to extreme climate events: A systematic review and perspectives." Renewable and Sustainable Energy Reviews 173 (2023) 113038.
, , , and . "Online transfer learning strategy for enhancing the scalability and deployment of deep reinforcement learning control in smart buildings." Applied Energy 333 (2023) 120598.
, , , and . "Assessing thermal resilience of an assisted living facility during heat waves and cold snaps with power outages." Building and Environment 230 (2023) 110001.
, , , , and . "Optimal design of microgrids to improve wildfire resilience for vulnerable communities at the wildland-urban interface." Applied Energy 335 (2023) 120744.
, , , , and . "Enhancing flexibility for climate change using seasonal energy storage (aquifer thermal energy storage) in distributed energy systems." Applied Energy 340 (2023) 120957.
2022
, , , , , and . "Sharing is caring: An extensive analysis of parameter-based transfer learning for the prediction of building thermal dynamics." Energy and Buildings 276 (2022) 112530.