Alfonso Capozzoli
Publications
Viewing 7 of 7 publications
2024
, , , , and . "Building thermal dynamics modeling with deep transfer learning using a large residential smart thermostat dataset." Engineering Applications of Artificial Intelligence 130 (2024) 107701.
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.
, , , , and . "Transfer learning for smart buildings: A critical review of algorithms, applications, and future perspectives." Advances in Applied Energy 5 (2022) 100084.
2023
, , , 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 . "Ten questions concerning reinforcement learning for building energy management." Building and Environment (2023) 110435.
, , , , , , , , , , , , , , , , , , , and . "A review of data-driven fault detection and diagnostics for building HVAC systems." Applied Energy Vol.339 No.121030 (2023).