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Performance investigation of a hybrid PV/T collector with a novel trapezoidal fluid channel

Author

Listed:
  • Dong, Shiqian
  • Long, He
  • Guan, Jingxuan
  • Jiang, Lina
  • Zhuang, Chaoqun
  • Gao, Yafeng
  • Di, Yanqiang

Abstract

The photovoltaic-thermal collector (PV/T) is an innovative technology that combines PV cells and solar thermal collectors into a co-generation unit, enabling full-spectrum solar utilization. This research proposes and examines a hybrid PV/T system with novel trapezoidal fluid channels embedded in graphite, arranged in a parallel S-shaped structure under outdoor conditions of Beijing. Parametric discussions and daily performance analysis are conducted to assess its effectiveness and stability. A daily average of 12.7 °C reduction in cell temperature compared to PV modules results in a relative 5.20 % improvement in electrical output under the intensity of solar radiation is 597 W/m2. Similarly, the peak temperature of the water tank reaches 56.9 °C, and thermal efficiency is enhanced by 7.86 % over conventional sheet-tube PV/T collectors. For further optimization, a constrained adaptive particle swarm optimization algorithm (EPF-APSO) is constructed based on the experimental data, implementing a variable water flow rate (VWV) strategy. Compared to a constant water flow rate (CWV), the overall energy collected varies from 2.755 to 2.828 kWh per day, potentially reducing pump energy consumption by 17.93 %. The contribution of this paper provides references on structural and operational parameters optimization of PV/T collectors applying machine learning algorithms for better comprehensive efficiency.

Suggested Citation

  • Dong, Shiqian & Long, He & Guan, Jingxuan & Jiang, Lina & Zhuang, Chaoqun & Gao, Yafeng & Di, Yanqiang, 2024. "Performance investigation of a hybrid PV/T collector with a novel trapezoidal fluid channel," Energy, Elsevier, vol. 288(C).
    • Handle: RePEc:eee:energy:v:288:y:2024:i:c:s0360544223029882
    DOI: 10.1016/j.energy.2023.129594
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    References listed on IDEAS

    as
    1. Tian, Xinyi & Wang, Jun & Ji, Jie & Wang, Chuyao & Ke, Wei & Yuan, Shuang, 2023. "A multifunctional curved CIGS photovoltaic/thermal roof system: A numerical and experimental investigation," Energy, Elsevier, vol. 273(C).
    2. Su, Xing & Xu, Zehan & Tian, Shaochen & Chen, Chaoyang & Huang, Yixiang & Geng, Yining & Chen, Junfeng, 2023. "Life cycle assessment of three typical solar energy utilization systems in different regions of China," Energy, Elsevier, vol. 278(C).
    3. Li, Jidong & Chen, Shijun & Wu, Yuqiang & Wang, Qinhui & Liu, Xing & Qi, Lijian & Lu, Xiuyuan & Gao, Lu, 2021. "How to make better use of intermittent and variable energy? A review of wind and photovoltaic power consumption in China," Renewable and Sustainable Energy Reviews, Elsevier, vol. 137(C).
    4. Xiao, Lan & Gan, Li-Na & Wu, Shuang-Ying & Chen, Zhi-Li, 2021. "Temperature uniformity and performance of PV/T system featured by a nanofluid-based spectrum-splitting top channel and an S-shaped bottom channel," Renewable Energy, Elsevier, vol. 167(C), pages 929-941.
    5. Ghasemian, Mehran & Sheikholeslami, M. & Dehghan, Maziar, 2023. "Performance improvement of photovoltaic/thermal systems by using twisted tapes in the coolant tubes with different cross-section patterns," Energy, Elsevier, vol. 279(C).
    6. Herrando, María & Fantoni, Guillermo & Cubero, Ana & Simón-Allué, Raquel & Guedea, Isabel & Fueyo, Norberto, 2023. "Numerical analysis of the fluid flow and heat transfer of a hybrid PV-thermal collector and performance assessment," Renewable Energy, Elsevier, vol. 209(C), pages 122-132.
    7. Pang, Wei & Zhang, Yongzhe & Duck, Benjamin C. & Yu, Hongwen & Song, Xuemei & Yan, Hui, 2020. "Cross sectional geometries effect on the energy efficiency of a photovoltaic thermal module: Numerical simulation and experimental validation," Energy, Elsevier, vol. 209(C).
    8. Liu, Wen & Trapp, Andrew C. & Djamasbi, Soussan, 2021. "Outlier-Aware, density-Based gaze fixation identification," Omega, Elsevier, vol. 102(C).
    9. 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.
    10. Pang, Wei & Zhang, Qian & Cui, Yanan & Zhang, Linrui & Yu, Hongwen & Zhang, Xiaoyan & Zhang, Yongzhe & Yan, Hui, 2019. "Numerical simulation and experimental validation of a photovoltaic/thermal system based on a roll-bond aluminum collector," Energy, Elsevier, vol. 187(C).
    11. Hassan, Ali & Wahab, Abdul & Qasim, Muhammad Arslan & Janjua, Muhammad Mansoor & Ali, Muhammad Aon & Ali, Hafiz Muhammad & Jadoon, Tufail Rehman & Ali, Ejaz & Raza, Ahsan & Javaid, Noshairwan, 2020. "Thermal management and uniform temperature regulation of photovoltaic modules using hybrid phase change materials-nanofluids system," Renewable Energy, Elsevier, vol. 145(C), pages 282-293.
    12. Lorestani, A. & Ardehali, M.M., 2018. "Optimization of autonomous combined heat and power system including PVT, WT, storages, and electric heat utilizing novel evolutionary particle swarm optimization algorithm," Renewable Energy, Elsevier, vol. 119(C), pages 490-503.
    13. Lorestani, A. & Ardehali, M.M., 2018. "Optimal integration of renewable energy sources for autonomous tri-generation combined cooling, heating and power system based on evolutionary particle swarm optimization algorithm," Energy, Elsevier, vol. 145(C), pages 839-855.
    14. Ben Seddik, Z. & Ben Taher, M.A. & Laknizi, A. & Ahachad, M. & Bahraoui, F. & Mahdaoui, M., 2022. "Hybridization of Taguchi method and genetic algorithm to optimize a PVT in different Moroccan climatic zones," Energy, Elsevier, vol. 250(C).
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