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Simulation and experimental study on the energy performance of a pre-fabricated photovoltaic pavement

Author

Listed:
  • Zhang, Yijie
  • Ma, Tao
  • Yang, Hongxing
  • Li, Zongyu
  • Wang, Yuhong

Abstract

Photovoltaic pavement (PVP) is an emerging technology to harvest solar energy from roads, which could use the limited urban area renewable energy production, especially under the carbon neutrality targets. This study proposes a thermal-electrical mathematical model for a PVP system based on the Finite Difference method on heat nodes and a 5-parameter PV generation model. An outdoor test is conducted for model validation, showing 1.68% and 3.60% mean absolute percentage errors for PV cell temperature and output. Lab tests and road anti-skid property tests are also conducted. The experiment results show that the module PV output on a sunny day could reach 0.68 kWh/m2, with electrical efficiency of 14.71%. Based on the proposed model, two cases, in Hong Kong and Shanghai, are analyzed for an entire year. The parametric analyses recommend epoxy resin filling instead of air filling, with the annual maximum PVP module surface temperature reduction at 8.6% (Shanghai) and 8.4% (Hong Kong). The influence of road surface materials and asphalt concrete depth variation are also discussed. Besides the obvious heat island effect alleviation in Summer found from the surface temperature decrease, the snow melting potential in Winter could also be found with the increase of minimum surface temperature by 1.02 °C (Shanghai). Moreover, the potential of PVP application is also analyzed for more than 200 Chinese cities, demonstrating the heat and electrical performances with seasonal average results, with maximum seaonsal average road surface temperature reduction at −4.18 °C in summer and maximum increase, e.g., for Beijing up to 3.36 °C in Winter. The cities in the west and northeast China are shown with higher PVP generation potential.

Suggested Citation

  • Zhang, Yijie & Ma, Tao & Yang, Hongxing & Li, Zongyu & Wang, Yuhong, 2023. "Simulation and experimental study on the energy performance of a pre-fabricated photovoltaic pavement," Applied Energy, Elsevier, vol. 342(C).
    • Handle: RePEc:eee:appene:v:342:y:2023:i:c:s0306261923004865
    DOI: 10.1016/j.apenergy.2023.121122
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    References listed on IDEAS

    as
    1. Wang, J. & Xiao, F. & Zhao, H., 2021. "Thermoelectric, piezoelectric and photovoltaic harvesting technologies for pavement engineering," Renewable and Sustainable Energy Reviews, Elsevier, vol. 151(C).
    2. Gu, Wenbo & Ma, Tao & Shen, Lu & Li, Meng & Zhang, Yijie & Zhang, Wenjie, 2019. "Coupled electrical-thermal modelling of photovoltaic modules under dynamic conditions," Energy, Elsevier, vol. 188(C).
    3. Comello, Stephen & Reichelstein, Stefan J. & Sahoo, Anshuman, 2018. "The Road ahead for Solar PV Power," Research Papers 3620, Stanford University, Graduate School of Business.
    4. Mengjin Hu & Xiaoyang Song & Zhongxu Bao & Zhao Liu & Mengju Wei & Yaohuan Huang, 2022. "Evaluation of the Economic Potential of Photovoltaic Power Generation in Road Spaces," Energies, MDPI, vol. 15(17), pages 1-16, September.
    5. Zhang, Yijie & Ma, Tao & Yang, Hongxing, 2022. "Grid-connected photovoltaic battery systems: A comprehensive review and perspectives," Applied Energy, Elsevier, vol. 328(C).
    6. Zhou, Bochao & Pei, Jianzhong & Calautit, John Kaiser & Zhang, Jiupeng & Yong, Ling Xin & Pantua, Conrad Allan Jay, 2022. "Analysis of mechanical response and energy efficiency of a pavement integrated photovoltaic/thermal system (PIPVT)," Renewable Energy, Elsevier, vol. 194(C), pages 1-12.
    7. Ma, Tao & Yang, Hongxing & Lu, Lin, 2014. "Solar photovoltaic system modeling and performance prediction," Renewable and Sustainable Energy Reviews, Elsevier, vol. 36(C), pages 304-315.
    8. Jiang, Wei & Yuan, Dongdong & Xu, Shudong & Hu, Huitao & Xiao, Jingjing & Sha, Aimin & Huang, Yue, 2017. "Energy harvesting from asphalt pavement using thermoelectric technology," Applied Energy, Elsevier, vol. 205(C), pages 941-950.
    9. 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).
    10. Ma, Tao & Li, Meng & Kazemian, Arash, 2020. "Photovoltaic thermal module and solar thermal collector connected in series to produce electricity and high-grade heat simultaneously," Applied Energy, Elsevier, vol. 261(C).
    11. Hu, Hengwu & Vizzari, Domenico & Zha, Xudong & Roberts, Ronald, 2021. "Solar pavements: A critical review," Renewable and Sustainable Energy Reviews, Elsevier, vol. 152(C).
    12. Wong, L. T. & Chow, W. K., 2001. "Solar radiation model," Applied Energy, Elsevier, vol. 69(3), pages 191-224, July.
    13. Li, Senji & Chen, Zhenwu & Liu, Xing & Zhang, Xiaochun & Zhou, Yong & Gu, Wenbo & Ma, Tao, 2021. "Numerical simulation of a novel pavement integrated photovoltaic thermal (PIPVT) module," Applied Energy, Elsevier, vol. 283(C).
    14. Klugmann-Radziemska, Ewa, 2015. "Degradation of electrical performance of a crystalline photovoltaic module due to dust deposition in northern Poland," Renewable Energy, Elsevier, vol. 78(C), pages 418-426.
    15. Zhang, Yijie & Ma, Tao & Elia Campana, Pietro & Yamaguchi, Yohei & Dai, Yanjun, 2020. "A techno-economic sizing method for grid-connected household photovoltaic battery systems," Applied Energy, Elsevier, vol. 269(C).
    16. Pei, Jianzhong & Zhou, Bochao & Lyu, Lei, 2019. "e-Road: The largest energy supply of the future?," Applied Energy, Elsevier, vol. 241(C), pages 174-183.
    17. López-Escalante, M.C. & Fernández-Rodríguez, M. & Caballero, L.J. & Martín, F. & Gabás, M. & Ramos-Barrado, J.R., 2018. "Novel encapsulant architecture on the road to photovoltaic module power output increase," Applied Energy, Elsevier, vol. 228(C), pages 1901-1910.
    18. Ferri, Carlotta & Ziar, Hesan & Nguyen, Thien Tin & van Lint, Hans & Zeman, Miro & Isabella, Olindo, 2022. "Mapping the photovoltaic potential of the roads including the effect of traffic," Renewable Energy, Elsevier, vol. 182(C), pages 427-442.
    19. Gu, Wenbo & Ma, Tao & Li, Meng & Shen, Lu & Zhang, Yijie, 2020. "A coupled optical-electrical-thermal model of the bifacial photovoltaic module," Applied Energy, Elsevier, vol. 258(C).
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    Cited by:

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    2. Zhang, Yijie & Ma, Tao & Yang, Hongxing & Cao, Sunliang & You, Fengqi, 2024. "Experimental study and techno-enviro-economic analysis of pavement-integrated photovoltaic/thermal applications in different cities considering the ground influence," Energy, Elsevier, vol. 306(C).
    3. Jia, Linrui & Lu, Lin & Gong, Quan & Jiao, Kai, 2024. "Analytical and experimental analyses on cooling performances of radiative SkyCool radiators with various interior flowing channels," Energy, Elsevier, vol. 295(C).

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