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Design optimization of road thermal collectors: A numerical and experimental study in the Mediterranean

Author

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  • Buscemi, Alessandro
  • Guarino, Stefania
  • Biondi, Alessandro
  • Beccali, Marco
  • Lo Brano, Valerio

Abstract

Roads, car parks, and airport runways constitute some of the largest, but least utilized, solar thermal surfaces in urban areas. Roads thermal collectors can exploit this resource to reduce the effects of urban heat islands and decarbonize low-temperature heat demand by powering building-level heat pump systems. This study presents a two-dimensional numerical model using the finite element method to simulate collector performance. It introduces a novel approach to calculate convective heat transfer coefficients based on wind speed and atmospheric stability, validated against experimental data from an 80 m2 prototype at the University of Palermo, Italy. The prototype features heat exchanger tubes 14.5 cm below the asphalt within a thermally conductive concrete layer, mirroring urban road construction to reduce costs and maintenance. A 50-cm lightweight insulating concrete layer was also included to boost efficiency. The model enabled parametric analyses of 18 collector configurations, varying tube spacing, insulation thickness, and concrete conductivity. Results show that while an insulating layer increases peak thermal output, it does not significantly improve seasonal energy collection. Reducing tube spacing, however, enhances both peak output and total energy harvested. An optimized design with 20 cm tube spacing and no insulating layer is projected to achieve 320 kWh/m2 annually in Palermo, with a 25 % seasonal solar-to-thermal conversion efficiency, assuming a 20 °C inlet water temperature.

Suggested Citation

  • Buscemi, Alessandro & Guarino, Stefania & Biondi, Alessandro & Beccali, Marco & Lo Brano, Valerio, 2025. "Design optimization of road thermal collectors: A numerical and experimental study in the Mediterranean," Energy, Elsevier, vol. 333(C).
  • Handle: RePEc:eee:energy:v:333:y:2025:i:c:s0360544225031159
    DOI: 10.1016/j.energy.2025.137473
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    1. Zhang, Sheng & Ocłoń, Paweł & Klemeš, Jiří Jaromír & Michorczyk, Piotr & Pielichowska, Kinga & Pielichowski, Krzysztof, 2022. "Renewable energy systems for building heating, cooling and electricity production with thermal energy storage," Renewable and Sustainable Energy Reviews, Elsevier, vol. 165(C).
    2. Nasir, Diana S.N.M. & Hughes, Ben Richard & Calautit, John Kaiser, 2015. "A study of the impact of building geometry on the thermal performance of road pavement solar collectors," Energy, Elsevier, vol. 93(P2), pages 2614-2630.
    3. Masrur, Hasan & Khaloie, Hooman & Al-Awami, Ali T. & Ferik, Sami El & Senjyu, Tomonobu, 2024. "Cost-aware modeling and operation of interconnected multi-energy microgrids considering environmental and resilience impact," Applied Energy, Elsevier, vol. 356(C).
    4. Johnsson, Josef & Adl-Zarrabi, Bijan, 2020. "A numerical and experimental study of a pavement solar collector for the northern hemisphere," Applied Energy, Elsevier, vol. 260(C).
    5. Xu, Huining & Shi, Hao & Tan, Yiqiu & Ye, Qing & Liu, Xiujie, 2022. "Modeling and assessment of operation economic benefits for hydronic snow melting pavement system," Applied Energy, Elsevier, vol. 326(C).
    6. Bobes-Jesus, Vanesa & Pascual-Muñoz, Pablo & Castro-Fresno, Daniel & Rodriguez-Hernandez, Jorge, 2013. "Asphalt solar collectors: A literature review," Applied Energy, Elsevier, vol. 102(C), pages 962-970.
    7. Ghalandari, Taher & Hasheminejad, Navid & Van den bergh, Wim & Vuye, Cedric, 2021. "A critical review on large-scale research prototypes and actual projects of hydronic asphalt pavement systems," Renewable Energy, Elsevier, vol. 177(C), pages 1421-1437.
    8. Nasir, Diana SNM & Pantua, Conrad Allan Jay & Zhou, Bochao & Vital, Becky & Calautit, John & Hughes, Ben, 2021. "Numerical analysis of an urban road pavement solar collector (U-RPSC) for heat island mitigation: Impact on the urban environment," Renewable Energy, Elsevier, vol. 164(C), pages 618-641.
    9. Farzan, Hadi & Zaim, Ehsan Hasan & Ameri, Mehran & Amiri, Tayebeh, 2021. "Study on effects of wind velocity on thermal efficiency and heat dynamics of pavement solar collectors: An experimental and numerical study," Renewable Energy, Elsevier, vol. 163(C), pages 1718-1728.
    10. Raheb Mirzanamadi & Carl-Eric Hagentoft & Pär Johansson, 2018. "Numerical Investigation of Harvesting Solar Energy and Anti-Icing Road Surfaces Using a Hydronic Heating Pavement and Borehole Thermal Energy Storage," Energies, MDPI, vol. 11(12), pages 1-23, December.
    11. Hyndman, Rob J. & Koehler, Anne B., 2006. "Another look at measures of forecast accuracy," International Journal of Forecasting, Elsevier, vol. 22(4), pages 679-688.
    12. Ghalandari, Taher & Baetens, Robin & Verhaert, Ivan & SNM Nasir, Diana & Van den bergh, Wim & Vuye, Cedric, 2022. "Thermal performance of a controllable pavement solar collector prototype with configuration flexibility," Applied Energy, Elsevier, vol. 313(C).
    13. Yuanlong Cui & Fan Zhang & Yiming Shao & Ssennoga Twaha & Hui Tong, 2022. "Techno-Economic Comprehensive Review of State-of-the-Art Geothermal and Solar Roadway Energy Systems," Sustainability, MDPI, vol. 14(17), pages 1-50, September.
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