Publications

Research Publications

2023-2024

  1. David Garraway, S M Abdur Rob, Geoffrey Turbeville, Prathap Ramamurty, Jorge E. Gonzalez-Cruz (2023). Development of Electrified Transcritical R744 Heat Pump Systems for Northeastern Winder Markets. Proceedings of the ASME 2023 17th International Conference on Energy Sustainability. ES2023-107045. https://doi.org/10.1115/ES2023-107045.

2022-2023

  1. Sourav Dey, Gregor P. Henze (2024). Reinforcement Learning Building Control: An Online Approach with Guided Exploration Using Surrogate Models. J. Eng. Sustain. Bldgs. Cities, 5(1): 011005. https://doi.org/10.1115/1.4064842.
  2. Sourav Dey, Thibault Marzullo, Xiangyu Zhang, Gregor Henze (2023). Reinforcement learning building control approach harnessing imitation learning. Energy and AI, 14: 100255. https://doi.org/10.1016/j.egyai.2023.100255.
  3. Zoltan Nagy, Gregor Henze, Sourav Dey, Javier Arroyo, Lieve Helsen, Xiangyu Zhang, Bingqing Chen et al. (2023). Ten questions concerning reinforcement learning for building energy management. Building and Environment, 110435. https://doi.org/10.1016/j.buildenv.2023.110435. 
  4. Madison Likins-White, Robert C. Tenent, Zhiqiang (John) Zhai (2023). Degradation of Insulating Glass Units: Thermal Performance, Measurements and Energy Impacts. Buildings, 12(2): 551. https://doi.org/10.3390/buildings13020551.
  5. Kyle Biega, Moncef Krarti (2024). Evaluation of Exterior Insulated Panels for Residentail Deep Energy Retrofits. Energies, 17: 3988. https://doi.org/10.3390/en17163988. 
  6. Kyle Biega (2023). Exterior Insulated Panels for Residential Deep Energy Retrofits: A literature review and product proposal. Report.
  7. Phani Arvind Vadali, Moncef Krarti (2023). Combined design and control optimization of heat pumps in residential buildings. Report.
  8. Amanda O’Donnell, Barrett Trenholme, Omar Hamad, Duncan Prahl, Honey Berk (2023). Summary Report 1.2.3.c. – Research Viability of Generating Energy Models for the Entire Municiple Building Portfolio. Report.