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Load match optimisation of a residential building case study: A cross-entropy based electricity storage sizing algorithm

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  • Guarino, Francesco
  • Cassarà, Pietro
  • Longo, Sonia
  • Cellura, Maurizio
  • Ferro, Erina

Abstract

The EU EPBD recast regulation marked the application of the net zero energy building (Net ZEB) concept in all fields of building construction in Europe as a building able to generate as much energy as it consumes over a selected time frame. A more detailed insight is however needed, as even if a building achieves a long-term energy balance between energy generated and consumed, smaller time scales must also be considered. For example, from the utility’s point of view, if a Net ZEB is a heavy consumer in the winter, it will appear to be quite similar to a conventional building, requiring the use of additional generation. The increase in the generation-load match means reducing the stress to the energy grid, the peak system energy required, and the wasted energy, thus avoiding unnecessary generation and, consequently, limiting carbon-related emissions.

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  • Guarino, Francesco & Cassarà, Pietro & Longo, Sonia & Cellura, Maurizio & Ferro, Erina, 2015. "Load match optimisation of a residential building case study: A cross-entropy based electricity storage sizing algorithm," Applied Energy, Elsevier, vol. 154(C), pages 380-391.
    • Handle: RePEc:eee:appene:v:154:y:2015:i:c:p:380-391
    DOI: 10.1016/j.apenergy.2015.04.116
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    9. Gaucher-Loksts, Erin & Athienitis, Andreas & Ouf, Mohamed, 2022. "Design and energy flexibility analysis for building integrated photovoltaics-heat pump combinations in a house," Renewable Energy, Elsevier, vol. 195(C), pages 872-884.
    10. Pengwei Su & Xue Tian & Yan Wang & Shuai Deng & Jun Zhao & Qingsong An & Yongzhen Wang, 2017. "Recent Trends in Load Forecasting Technology for the Operation Optimization of Distributed Energy System," Energies, MDPI, vol. 10(9), pages 1-13, August.
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    12. Niveditha, N. & Rajan Singaravel, M.M., 2022. "Optimal sizing of hybrid PV–Wind–Battery storage system for Net Zero Energy Buildings to reduce grid burden," Applied Energy, Elsevier, vol. 324(C).
    13. Guarino, Francesco & Athienitis, Andreas & Cellura, Maurizio & Bastien, Diane, 2017. "PCM thermal storage design in buildings: Experimental studies and applications to solaria in cold climates," Applied Energy, Elsevier, vol. 185(P1), pages 95-106.
    14. Cusenza, Maria Anna & Guarino, Francesco & Longo, Sonia & Mistretta, Marina & Cellura, Maurizio, 2020. "Environmental assessment of 2030 electricity generation scenarios in Sicily: An integrated approach," Renewable Energy, Elsevier, vol. 160(C), pages 1148-1159.
    15. Buonomano, Annamaria & Guarino, Francesco, 2020. "The impact of thermophysical properties and hysteresis effects on the energy performance simulation of PCM wallboards: Experimental studies, modelling, and validation," Renewable and Sustainable Energy Reviews, Elsevier, vol. 126(C).
    16. Luthander, Rasmus & Nilsson, Annica M. & Widén, Joakim & Åberg, Magnus, 2019. "Graphical analysis of photovoltaic generation and load matching in buildings: A novel way of studying self-consumption and self-sufficiency," Applied Energy, Elsevier, vol. 250(C), pages 748-759.
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