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Design for energy flexibility in smart buildings through solar based and thermal storage systems: Modelling, simulation and control for the system optimization

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  • Maturo, Anthony
  • Buonomano, Annamaria
  • Athienitis, Andreas

Abstract

The present study investigates the use and implementation of energy efficient measures and strategies for building applications, toward the Nearly Zero Energy Buildings target. Specifically, objective of the study is to implement building integrated photovoltaic thermal devices coupled with a phase change materials heat exchanger acting as an active thermal storage building component, with the aim to add flexibility to the building while still maintaining indoor comfort conditions. To show the potentials of the novel configuration proposed in this paper, a multi-zone grey-box model is developed and validated to capture the thermal dynamics of a building, and a control strategy applied to the whole system is developed for energy management purpose. The whole simulation model, including thermophysical properties of the building-system and the control features, is implemented in a MATLAB environment. To assess the model and application potentials toward the optimal design and operation of the proposed system for energy efficiency and flexibility goals, a suitable case study analysis is conducted. Thus, a sensitivity analysis, using an evolutionary algorithm, is performed by considering economic and energy objective functions which focuses on the reduction of the building energy demand, load variability and economic aspects. In this regard, the optimal design configuration is underlined in a way that the operation of the components can be maximized to provide flexibility to the building: in average working conditions one single layer of PCM can provide around 186.3 Wh/K per unit of temperature and width. A rule-based management strategy is proposed to prove the possibility to shift and shave the energy peaks during high energy request periods, demand response events. Finally, by considering an approximate economic calculation, the simple payback, taking into account only the positive effects on the winter management, is around 13.5 years.

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  • Maturo, Anthony & Buonomano, Annamaria & Athienitis, Andreas, 2022. "Design for energy flexibility in smart buildings through solar based and thermal storage systems: Modelling, simulation and control for the system optimization," Energy, Elsevier, vol. 260(C).
    • Handle: RePEc:eee:energy:v:260:y:2022:i:c:s0360544222019211
    DOI: 10.1016/j.energy.2022.125024
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    1. Rounis, Efstratios Dimitrios & Athienitis, Andreas & Stathopoulos, Theodore, 2021. "Review of air-based PV/T and BIPV/T systems - Performance and modelling," Renewable Energy, Elsevier, vol. 163(C), pages 1729-1753.
    2. 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).
    3. Zhou, Zhihua & Zhang, Zhiming & Zuo, Jian & Huang, Ke & Zhang, Liying, 2015. "Phase change materials for solar thermal energy storage in residential buildings in cold climate," Renewable and Sustainable Energy Reviews, Elsevier, vol. 48(C), pages 692-703.
    4. Yang, Tingting & Athienitis, Andreas K., 2016. "A review of research and developments of building-integrated photovoltaic/thermal (BIPV/T) systems," Renewable and Sustainable Energy Reviews, Elsevier, vol. 66(C), pages 886-912.
    5. Barone, Giovanni & Buonomano, Annamaria & Forzano, Cesare & Giuzio, Giovanni Francesco & Palombo, Adolfo, 2020. "Passive and active performance assessment of building integrated hybrid solar photovoltaic/thermal collector prototypes: Energy, comfort, and economic analyses," Energy, Elsevier, vol. 209(C).
    6. Zhu, Na & Li, Shanshan & Hu, Pingfang & Lei, Fei & Deng, Renjie, 2019. "Numerical investigations on performance of phase change material Trombe wall in building," Energy, Elsevier, vol. 187(C).
    7. Li, Yanxue & Zhang, Xiaoyi & Gao, Weijun & Xu, Wenya & Wang, Zixuan, 2022. "Operational performance and grid-support assessment of distributed flexibility practices among residential prosumers under high PV penetration," Energy, Elsevier, vol. 238(PB).
    8. Jia, Yuting & Alva, Guruprasad & Fang, Guiyin, 2019. "Development and applications of photovoltaic–thermal systems: A review," Renewable and Sustainable Energy Reviews, Elsevier, vol. 102(C), pages 249-265.
    9. Zhu, Na & Li, Xingkun & Hu, Pingfang & Lei, Fei & Wei, Shen & Wang, Wentao, 2022. "An exploration on the performance of using phase change humidity control material wallboards in office buildings," Energy, Elsevier, vol. 239(PE).
    10. Athienitis, Andreas K. & Barone, Giovanni & Buonomano, Annamaria & Palombo, Adolfo, 2018. "Assessing active and passive effects of façade building integrated photovoltaics/thermal systems: Dynamic modelling and simulation," Applied Energy, Elsevier, vol. 209(C), pages 355-382.
    11. Lin, Wenye & Ma, Zhenjun, 2016. "Using Taguchi-Fibonacci search method to optimize phase change materials enhanced buildings with integrated solar photovoltaic thermal collectors," Energy, Elsevier, vol. 106(C), pages 23-37.
    12. Barone, Giovanni & Buonomano, Annamaria & Forzano, Cesare & Palombo, Adolfo & Panagopoulos, Orestis, 2019. "Photovoltaic thermal collectors: Experimental analysis and simulation model of an innovative low-cost water-based prototype," Energy, Elsevier, vol. 179(C), pages 502-516.
    13. Rouleau, Jean & Gosselin, Louis & Blanchet, Pierre, 2018. "Understanding energy consumption in high-performance social housing buildings: A case study from Canada," Energy, Elsevier, vol. 145(C), pages 677-690.
    14. Buonomano, Annamaria & Montanaro, Umberto & Palombo, Adolfo & Santini, Stefania, 2016. "Dynamic building energy performance analysis: A new adaptive control strategy for stringent thermohygrometric indoor air requirements," Applied Energy, Elsevier, vol. 163(C), pages 361-386.
    15. Yael Parag & Benjamin K. Sovacool, 2016. "Electricity market design for the prosumer era," Nature Energy, Nature, vol. 1(4), pages 1-6, April.
    16. Li, Qingxiang & Zhu, Li & Sun, Yong & Lu, Lin & Yang, Yang, 2020. "Performance prediction of Building Integrated Photovoltaics under no-shading, shading and masking conditions using a multi-physics model," Energy, Elsevier, vol. 213(C).
    17. Bastani, Arash & Haghighat, Fariborz & Kozinski, Janusz, 2014. "Designing building envelope with PCM wallboards: Design tool development," Renewable and Sustainable Energy Reviews, Elsevier, vol. 31(C), pages 554-562.
    18. Ren, Haoshan & Sun, Yongjun & Albdoor, Ahmed K. & Tyagi, V.V. & Pandey, A.K. & Ma, Zhenjun, 2021. "Improving energy flexibility of a net-zero energy house using a solar-assisted air conditioning system with thermal energy storage and demand-side management," Applied Energy, Elsevier, vol. 285(C).
    19. Kaplanis, S. & Kaplani, E. & Kaldellis, J.K., 2022. "PV temperature and performance prediction in free-standing, BIPV and BAPV incorporating the effect of temperature and inclination on the heat transfer coefficients and the impact of wind, efficiency a," Renewable Energy, Elsevier, vol. 181(C), pages 235-249.
    20. Palmer, Kate & Tate, James E. & Wadud, Zia & Nellthorp, John, 2018. "Total cost of ownership and market share for hybrid and electric vehicles in the UK, US and Japan," Applied Energy, Elsevier, vol. 209(C), pages 108-119.
    21. Treichel, Calene & Cruickshank, Cynthia A., 2021. "Energy analysis of heat pump water heaters coupled with air-based solar thermal collectors in Canada and the United States," Energy, Elsevier, vol. 221(C).
    22. Sarrafha, Hamid & Kasaeian, Alibakhsh & Jahangir, Mohammad Hossein & Taylor, Robert A., 2021. "Transient thermal response of multi-walled carbon nanotube phase change materials in building walls," Energy, Elsevier, vol. 224(C).
    23. Papadis, Elisa & Tsatsaronis, George, 2020. "Challenges in the decarbonization of the energy sector," Energy, Elsevier, vol. 205(C).
    24. Pillai, Dhanup S. & Shabunko, Veronika & Krishna, Amal, 2022. "A comprehensive review on building integrated photovoltaic systems: Emphasis to technological advancements, outdoor testing, and predictive maintenance," Renewable and Sustainable Energy Reviews, Elsevier, vol. 156(C).
    25. Herrando, María & Markides, Christos N., 2016. "Hybrid PV and solar-thermal systems for domestic heat and power provision in the UK: Techno-economic considerations," Applied Energy, Elsevier, vol. 161(C), pages 512-532.
    26. Barone, Giovanni & Zacharopoulos, Aggelos & Buonomano, Annamaria & Forzano, Cesare & Giuzio, Giovanni Francesco & Mondol, Jayanta & Palombo, Adolfo & Pugsley, Adrian & Smyth, Mervyn, 2022. "Concentrating PhotoVoltaic glazing (CoPVG) system: Modelling and simulation of smart building façade," Energy, Elsevier, vol. 238(PB).
    27. Yang, Tingting & Athienitis, Andreas K., 2015. "Experimental investigation of a two-inlet air-based building integrated photovoltaic/thermal (BIPV/T) system," Applied Energy, Elsevier, vol. 159(C), pages 70-79.
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    3. Hernández, José L. & de Miguel, Ignacio & Vélez, Fredy & Vasallo, Ali, 2024. "Challenges and opportunities in European smart buildings energy management: A critical review," Renewable and Sustainable Energy Reviews, Elsevier, vol. 199(C).
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    5. Juha Koskela & Pertti Järventausta, 2023. "Demand Response with Electrical Heating in Detached Houses in Finland and Comparison with BESS for Increasing PV Self-Consumption," Energies, MDPI, vol. 16(1), pages 1-25, January.
    6. Liu, Yang & Sun, Yongjun & Gao, Dian-ce & Tan, Jiaqi & Chen, Yuxin, 2024. "Stacked ensemble learning approach for PCM-based double-pipe latent heat thermal energy storage prediction towards flexible building energy," Energy, Elsevier, vol. 294(C).
    7. Shirazi, Peimaneh & Behzadi, Amirmohammad & Ahmadi, Pouria & Rosen, Marc A. & Sadrizadeh, Sasan, 2024. "Comparison of control strategies for efficient thermal energy storage to decarbonize residential buildings in cold climates: A focus on solar and biomass sources," Renewable Energy, Elsevier, vol. 220(C).
    8. Andrea Frazzica & Valeria Palomba & Angelo Freni, 2023. "Development and Experimental Characterization of an Innovative Tank-in-Tank Hybrid Sensible–Latent Thermal Energy Storage System," Energies, MDPI, vol. 16(4), pages 1-18, February.
    9. Zheng, Nan & Zhang, Hanfei & Duan, Liqiang & Wang, Qiushi, 2023. "Comprehensive sustainability assessment of a novel solar-driven PEMEC-SOFC-based combined cooling, heating, power, and storage (CCHPS) system based on life cycle method," Energy, Elsevier, vol. 265(C).

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