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Numerical optimization and performance study of a photovoltaic/thermal module based on multi-stage V-type turbulators

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Listed:
  • Zhang, Yong
  • Zhao, Yang
  • Zhang, Heng
  • Cheng, Chao
  • Gao, Dan
  • Chen, Haiping
  • Liu, Jizhen

Abstract

The utilization of solar energy is one of the important ways to ensure low-carbon energy transformation, and PV/T technology, as an efficient technology for utilizing solar energy, has received widespread attention in recent years. This paper proposes a photovoltaic/thermal (PV/T) module based on a multi-stage V-type turbulator, and explores the optimization design of the system through numerical simulation and experimental research. To improve thermal and electrical efficiency, the paper integrates a turbulence-enhancing V-type turbulator design and utilizes a Computational Fluid Dynamics (CFD) model for detailed system analysis. Experimental results show that the optimized PV/T system achieves a 9 %–12 % increase in electrical efficiency compared to conventional PV systems under standard solar irradiance conditions, with overall system efficiency exceeding 65 %. Through optimization using the Response Surface Methodology (RSM), the optimal turbulator design parameters were determined to be an angle α of 60°, an inclination angle β of 61.1°and a distance D of 0 mm. This article also compared three conventional channels to verify the heat transfer performance of the multi-stage V-shaped vortex generator PV/T.

Suggested Citation

  • Zhang, Yong & Zhao, Yang & Zhang, Heng & Cheng, Chao & Gao, Dan & Chen, Haiping & Liu, Jizhen, 2025. "Numerical optimization and performance study of a photovoltaic/thermal module based on multi-stage V-type turbulators," Renewable Energy, Elsevier, vol. 252(C).
  • Handle: RePEc:eee:renene:v:252:y:2025:i:c:s0960148125012212
    DOI: 10.1016/j.renene.2025.123559
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    References listed on IDEAS

    as
    1. Shahsavar, Amin & Arıcı, Müslüm, 2023. "Energy and exergy analysis and optimization of a novel heating, cooling, and electricity generation system composed of PV/T-heat pipe system and thermal wheel," Renewable Energy, Elsevier, vol. 203(C), pages 394-406.
    2. B, Prabhu & A, Valan Arasu & P, Gurusamy & A, Amala Mithin Minther Singh & T, Arunkumar, 2024. "Solar photovoltaic cooling using Paraffin phase change material: Comprehensive assessment," Renewable and Sustainable Energy Reviews, Elsevier, vol. 197(C).
    3. Milani Shirvan, Kamel & Mirzakhanlari, Soroush & Mamourian, Mojtaba & Kalogirou, Soteris A., 2017. "Optimization of effective parameters on solar updraft tower to achieve potential maximum power output: A sensitivity analysis and numerical simulation," Applied Energy, Elsevier, vol. 195(C), pages 725-737.
    4. Li, Jieyang & Hu, Jinpeng & Lin, Meng, 2022. "A flexibly controllable high-flux solar simulator for concentrated solar energy research from extreme magnitudes to uniform distributions," Renewable and Sustainable Energy Reviews, Elsevier, vol. 157(C).
    5. Parsazadeh, Mohammad & Duan, Xili, 2018. "Numerical study on the effects of fins and nanoparticles in a shell and tube phase change thermal energy storage unit," Applied Energy, Elsevier, vol. 216(C), pages 142-156.
    6. Chen, Liang & Deng, Daxiang & Ma, Qixian & Yao, Yingxue & Xu, Xinhai, 2022. "Performance evaluation of high concentration photovoltaic cells cooled by microchannels heat sink with serpentine reentrant microchannels," Applied Energy, Elsevier, vol. 309(C).
    7. Kazemian, Arash & Khatibi, Meysam & Reza Maadi, Seyed & Ma, Tao, 2021. "Performance optimization of a nanofluid-based photovoltaic thermal system integrated with nano-enhanced phase change material," Applied Energy, Elsevier, vol. 295(C).
    8. Luo, Lei & Wen, Fengbo & Wang, Lei & Sundén, Bengt & Wang, Songtao, 2016. "Thermal enhancement by using grooves and ribs combined with delta-winglet vortex generator in a solar receiver heat exchanger," Applied Energy, Elsevier, vol. 183(C), pages 1317-1332.
    9. Li, Guiqiang & Lu, Yashun & Zhao, Xudong, 2022. "The Gaussian non-uniform temperature field on PV cells - A unique solution for enhancing the performance of the PV/T module," Energy, Elsevier, vol. 250(C).
    10. Zhang, Heng & Zhang, Yong & Liang, Kai & Chen, Haiping, 2021. "Performance study of a combined low-concentration bifacial photovoltaic/thermal system with glass channels," Renewable Energy, Elsevier, vol. 171(C), pages 947-957.
    11. Yu, Y. & Yang, H. & Peng, J. & Long, E., 2019. "Performance comparisons of two flat-plate photovoltaic thermal collectors with different channel configurations," Energy, Elsevier, vol. 175(C), pages 300-308.
    12. Gao, Dan & Zhao, Yang & Liang, Kai & He, Shuyu & Zhang, Heng & Chen, Haiping, 2022. "Energy and exergy analyses of a low-concentration photovoltaic/thermal module with glass channel," Energy, Elsevier, vol. 253(C).
    13. 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.
    14. Kazemian, Arash & Ma, Tao & Hongxing, Yang, 2024. "Evaluation of various collector configurations for a photovoltaic thermal system to achieve high performance, low cost, and lightweight," Applied Energy, Elsevier, vol. 357(C).
    15. Sohani, Ali & Cornaro, Cristina & Shahverdian, Mohammad Hassan & Pierro, Marco & Moser, David & Nižetić, Sandro & Karimi, Nader & Li, Larry K.B. & Doranehgard, Mohammad Hossein, 2023. "Building integrated photovoltaic/thermal technologies in Middle Eastern and North African countries: Current trends and future perspectives," Renewable and Sustainable Energy Reviews, Elsevier, vol. 182(C).
    16. Sha, Yingyin & Tang, Xin & Cuce, Erdem & Li, Guiqiang & Zhao, Xudong, 2024. "Parametric optimization for enhancing the electrical performance of hybrid photovoltaic/thermal and thermally regenerative electrochemical cycle system," Energy, Elsevier, vol. 307(C).
    17. Nižetić, Sandro & Jurčević, Mišo & Čoko, Duje & Arıcı, Müslüm & Hoang, Anh Tuan, 2021. "Implementation of phase change materials for thermal regulation of photovoltaic thermal systems: Comprehensive analysis of design approaches," Energy, Elsevier, vol. 228(C).
    18. Shahsavar, Amin & Alwaeli, Ali H.A. & Azimi, Neda & Rostami, Shirin & Sopian, Kamaruzzaman & Arıcı, Müslüm & Estellé, Patrice & Nižetić, Sandro & Kasaeian, Alibakhsh & Ali, Hafiz Muhammad & Ma, Zhenju, 2022. "Exergy studies in water-based and nanofluid-based photovoltaic/thermal collectors: Status and prospects," Renewable and Sustainable Energy Reviews, Elsevier, vol. 168(C).
    19. Yan, Weichao & Meng, Xiangzhao & Cui, Xin & Liu, Yilin & Chen, Qian & Jin, Liwen, 2022. "Evaporative cooling performance prediction and multi-objective optimization for hollow fiber membrane module using response surface methodology," Applied Energy, Elsevier, vol. 325(C).
    20. Yu, Yinyun & Li, Congdong & Fu, Yelin & Yang, Weiming, 2023. "A group decision-making method to measure national energy architecture performance: A case study of the International energy Agency," Applied Energy, Elsevier, vol. 330(PA).
    21. Sun, Yalong & Tang, Yong & Zhang, Shiwei & Yuan, Wei & Tang, Heng, 2022. "A review on fabrication and pool boiling enhancement of three-dimensional complex structures," Renewable and Sustainable Energy Reviews, Elsevier, vol. 162(C).
    22. Ju, Xinyu & Liu, Huawei & Pei, Maoqing & Li, Wenzhi & Lin, Jianqing & Liu, Dongxue & Ju, Xing & Xu, Chao, 2023. "Multi-parameter study and genetic algorithm integrated optimization for a nanofluid-based photovoltaic/thermal system," Energy, Elsevier, vol. 267(C).
    23. Zheng, Xinyao & Zhou, Yuekuan, 2023. "A three-dimensional unsteady numerical model on a novel aerogel-based PV/T-PCM system with dynamic heat-transfer mechanism and solar energy harvesting analysis," Applied Energy, Elsevier, vol. 338(C).
    24. Malvika, A. & Arunachala, U.C. & Varun, K., 2022. "Sustainable passive cooling strategy for photovoltaic module using burlap fabric-gravity assisted flow: A comparative Energy, exergy, economic, and enviroeconomic analysis," Applied Energy, Elsevier, vol. 326(C).
    25. Zhao, Yang & Wang, Feng & Xu, Zipeng & Cheng, Chao & Gao, Dan & Zhang, Heng & Wang, Yuting, 2025. "Experimental and numerical investigation of spray cooling based photovoltaic/thermal system: Achieving high performance, low cost, and lightweight design," Energy, Elsevier, vol. 323(C).
    26. Zhao, Zhiqi & Luo, Lei & Qiu, Dandan & Wang, Zhongqi & Sundén, Bengt, 2021. "On the solar air heater thermal enhancement and flow topology using differently shaped ribs combined with delta-winglet vortex generators," Energy, Elsevier, vol. 224(C).
    27. Zhou, Zibo & Tkachenko, Svetlana & Bahl, Prateek & Tavener, Dana & de Silva, Charitha & Timchenko, Victoria & Jiang, Jessica Yajie & Keevers, Mark & Green, Martin, 2022. "Passive PV module cooling under free convection through vortex generators," Renewable Energy, Elsevier, vol. 190(C), pages 319-329.
    28. Hosseinzadeh, Mohammad & Sardarabadi, Mohammad & Passandideh-Fard, Mohammad, 2018. "Energy and exergy analysis of nanofluid based photovoltaic thermal system integrated with phase change material," Energy, Elsevier, vol. 147(C), pages 636-647.
    29. Alshibil, Ahssan M.A. & Vig, Piroska & Farkas, Istvan, 2024. "Performance enhancement attempts on the photovoltaic/thermal module and the sustainability achievements: A review," Energy, Elsevier, vol. 304(C).
    30. Lu, Yashun & Li, Guiqiang, 2023. "Potential application of electrical performance enhancement methods in PV/T module," Energy, Elsevier, vol. 281(C).
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