IDEAS home Printed from https://ideas.repec.org/a/eee/energy/v347y2026ics0360544226004676.html

Integrating experimental and theoretical approaches for seasonal performance analysis of an open solar photovoltaic/thermal pool system

Author

Listed:
  • Peng, Jiechuang
  • Luo, Chenglong
  • Zong, Junjie
  • Jiang, Qingyang
  • Peng, Ruili
  • Zhang, Hua

Abstract

The open solar photovoltaic/thermal pool (SSP-PV/T) system can effectively meet energy demands and extend the swimming season, yet the dynamic energy-exchange mechanism inherent to its open water surface establishes a strong seasonal dependence in system performance. To address this challenge, this study conducted grid-connected comparative experiments under summer and winter conditions to elucidate the underlying mechanisms. An inverse-problem approach was employed to compare the theoretical heat-exchange model of the swimming pool with experimental data, thereby identifying the influencing factors of various heat gain and heat loss components. The results show that the winter peak photovoltaic efficiency exceeded the summer value. During the effective operating period, the total efficiency of the hybrid photovoltaic/thermal module was 44.28% in summer and 39.70% in winter, while the total system efficiency was 37.91% and 37.17%, respectively. The average evaporative loss rate reached 1.30 MJ/h in summer and 1.22 MJ/h in winter, constituting approximately 70% of the total pool heat loss in both seasons. The convective loss rate was 0.27 MJ/h in summer compared to 0.14 MJ/h in winter. The radiative loss rate was higher in winter at 0.30 MJ/h compared to 0.27 MJ/h in summer. These findings provide a theoretical basis for the seasonal operation and regulation of the SSP-PV/T system.

Suggested Citation

  • Peng, Jiechuang & Luo, Chenglong & Zong, Junjie & Jiang, Qingyang & Peng, Ruili & Zhang, Hua, 2026. "Integrating experimental and theoretical approaches for seasonal performance analysis of an open solar photovoltaic/thermal pool system," Energy, Elsevier, vol. 347(C).
  • Handle: RePEc:eee:energy:v:347:y:2026:i:c:s0360544226004676
    DOI: 10.1016/j.energy.2026.140364
    as

    Download full text from publisher

    File URL: http://www.sciencedirect.com/science/article/pii/S0360544226004676
    Download Restriction: Full text for ScienceDirect subscribers only

    File URL: https://libkey.io/10.1016/j.energy.2026.140364?utm_source=ideas
    LibKey link: if access is restricted and if your library uses this service, LibKey will redirect you to where you can use your library subscription to access this item
    ---><---

    As the access to this document is restricted, you may want to

    for a different version of it.

    References listed on IDEAS

    as
    1. 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).
    2. Gao, Yuanzhi & Hu, Guohao & Zhang, Yuzhuo & Zhang, Xiaosong, 2022. "An experimental study of a hybrid photovoltaic thermal system based on ethanol phase change self-circulation technology: Energy and exergy analysis," Energy, Elsevier, vol. 238(PA).
    3. Li, Renpeng & Wang, Ruzhu & Xu, Zhenyuan, 2025. "Combined absorption desalination-refrigeration cycle driven by low temperature heat source," Energy, Elsevier, vol. 327(C).
    4. Liu, Xingjiang & Yang, Haotian & Wang, Chaojie & Shen, Chao & Bo, Rui & Hinkle, Laura & Wang, Julian, 2024. "Semi-experimental investigation on the energy performance of photovoltaic double skin façade with different façade materials," Energy, Elsevier, vol. 295(C).
    5. Chen, J.F. & Zhang, L. & Dai, Y.J., 2018. "Performance analysis and multi-objective optimization of a hybrid photovoltaic/thermal collector for domestic hot water application," Energy, Elsevier, vol. 143(C), pages 500-516.
    6. Ouyang, Jing & Zuo, Zongxu & Wang, Qin & Duan, Qiaoning & Zhu, Xuanmian & Zhang, Yang, 2025. "Seasonal distribution analysis and short-term PV power prediction method based on decomposition optimization Deep-Autoformer," Renewable Energy, Elsevier, vol. 246(C).
    7. Liang, Ruobing & Pan, Qiangguang & Wang, Peng & Zhang, Jili, 2018. "Experiment research of solar PV/T cogeneration system on the building façade driven by a refrigerant pump," Energy, Elsevier, vol. 161(C), pages 744-752.
    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. Wang, Jinglong & Lu, Lin & Jiao, Kai & Han, Miao, 2025. "Transient real-time 4E analysis for an auto-switching solar-heating TEG/PCM unit," Energy, Elsevier, vol. 333(C).
    10. Daghigh, Roonak & Khaledian, Yavar, 2017. "Design and fabrication of a bi-fluid type photovoltaic-thermal collector," Energy, Elsevier, vol. 135(C), pages 112-127.
    11. Pang, Wei & Cui, Yanan & Zhang, Qian & Wilson, Gregory.J. & Yan, Hui, 2020. "A comparative analysis on performances of flat plate photovoltaic/thermal collectors in view of operating media, structural designs, and climate conditions," Renewable and Sustainable Energy Reviews, Elsevier, vol. 119(C).
    12. Peng, Ruili & Luo, Chenglong & Peng, Jiechuang & Zong, Junjie & Ji, Jie & Chen, Xinzhu & Luo, Qi & Jiang, Qingyang & Su, Xiaoxiao & Zhang, Hua, 2026. "Water-based photovoltaic technology: A comprehensive analysis of material selection, optical characteristics, photovoltaic performance, and practical applications," Renewable Energy, Elsevier, vol. 258(C).
    13. Daghigh, R. & Ruslan, M.H. & Sopian, K., 2011. "Advances in liquid based photovoltaic/thermal (PV/T) collectors," Renewable and Sustainable Energy Reviews, Elsevier, vol. 15(8), pages 4156-4170.
    14. Peng, Jinqing & Curcija, Dragan C. & Lu, Lin & Selkowitz, Stephen E. & Yang, Hongxing & Zhang, Weilong, 2016. "Numerical investigation of the energy saving potential of a semi-transparent photovoltaic double-skin facade in a cool-summer Mediterranean climate," Applied Energy, Elsevier, vol. 165(C), pages 345-356.
    15. Chow, T.T. & Bai, Y. & Fong, K.F. & Lin, Z., 2012. "Analysis of a solar assisted heat pump system for indoor swimming pool water and space heating," Applied Energy, Elsevier, vol. 100(C), pages 309-317.
    16. Sohani, Ali & Pierro, Marco & Bovesecchi, Gianluigi & Moser, David & Cornaro, Cristina, 2025. "An accurate data-driven physical model for bifacial PV power estimation," Energy, Elsevier, vol. 340(C).
    17. Han, Youhua & Zhang, Jili & Ma, Liangdong & Hou, Baojun & Gong, Jian & Lv, Hui, 2025. "Multigenerational performance analysis of a direct expansion PVT-HP system using year-long experimental data," Renewable Energy, Elsevier, vol. 244(C).
    18. Ke, Wei & Ji, Jie & Zhang, Chengyan & Wang, Chuyao & Xie, Hao & Tian, Xinyi, 2023. "A seasonal experimental study on a novel CdTe based multi-layer PV ventilated window system integrated with PCM under different operating modes," Energy, Elsevier, vol. 285(C).
    19. Yu, Jin & Jia, Teng & Gao, Zizeng & Gu, Xinzhuang & Tan, Chizhong & Zhao, Yao & Dai, Yanjun, 2025. "Carnot Battery with open-cycle ultra-high-temperature heat pump for large-scale hybrid PV and concentrating solar power plants," Energy, Elsevier, vol. 335(C).
    20. Zhang, Heng & Liang, Kai & Chen, Haiping & Gao, Dan & Guo, Xinxin, 2019. "Thermal and electrical performance of low-concentrating PV/T and flat-plate PV/T systems: A comparative study," Energy, Elsevier, vol. 177(C), pages 66-76.
    21. Hasan, M. Arif & Sumathy, K., 2010. "Photovoltaic thermal module concepts and their performance analysis: A review," Renewable and Sustainable Energy Reviews, Elsevier, vol. 14(7), pages 1845-1859, September.
    Full references (including those not matched with items on IDEAS)

    Most related items

    These are the items that most often cite the same works as this one and are cited by the same works as this one.
    1. Khani, M.S. & Baneshi, M. & Eslami, M., 2019. "Bi-objective optimization of photovoltaic-thermal (PV/T) solar collectors according to various weather conditions using genetic algorithm: A numerical modeling," Energy, Elsevier, vol. 189(C).
    2. Pang, Wei & Cui, Yanan & Zhang, Qian & Wilson, Gregory.J. & Yan, Hui, 2020. "A comparative analysis on performances of flat plate photovoltaic/thermal collectors in view of operating media, structural designs, and climate conditions," Renewable and Sustainable Energy Reviews, Elsevier, vol. 119(C).
    3. V. Tirupati Rao & Y. Raja Sekhar, 2023. "Hybrid Photovoltaic/Thermal (PVT) Collector Systems With Different Absorber Configurations For Thermal Management – A Review," Energy & Environment, , vol. 34(3), pages 690-735, May.
    4. Pedro Orgeira-Crespo & Carlos Ulloa & José M. Núñez & José A. Pérez, 2020. "Development of a Transient Model of a Lightweight, Portable and Flexible Air-Based PV-T Module for UAV Shelter Hangars," Energies, MDPI, vol. 13(11), pages 1-15, June.
    5. Chan, Siyan & Chen, Ken & Hu, Kongfu & Shi, Lingfeng & Pei, Yu & Zhao, Bin & Pei, Gang, 2025. "Comparative analysis of switchable natural cooling methods for efficient thermal management in photovoltaic/thermal collectors," Applied Energy, Elsevier, vol. 385(C).
    6. Ulloa, Carlos & Nuñez, José M. & Lin, Chengxian & Rey, Guillermo, 2018. "AHP-based design method of a lightweight, portable and flexible air-based PV-T module for UAV shelter hangars," Renewable Energy, Elsevier, vol. 123(C), pages 767-780.
    7. Vengadesan, Elumalai & Senthil, Ramalingam, 2020. "A review on recent developments in thermal performance enhancement methods of flat plate solar air collector," Renewable and Sustainable Energy Reviews, Elsevier, vol. 134(C).
    8. Liu, Xingjiang & Huang, Yuqi & Shen, Chao & Lu, Lin, 2025. "Quantitative assessment on the visual effects of photovoltaic double skin façade: Towards a sustainable building prospect," Energy, Elsevier, vol. 317(C).
    9. Du, Boyao & Quan, Zhenhua & Hou, Longshu & Zhao, Yaohua & Lou, Xiaoying & Shao, Sibo, 2023. "Simulation analysis of a photovoltaic/thermal-air dual heat source direct-expansion heat pump," Renewable Energy, Elsevier, vol. 218(C).
    10. Huang, Ju & Han, Xinyue & Zhao, Xiaobo & Meng, Chunfeng, 2021. "Facile preparation of core-shell Ag@SiO2 nanoparticles and their application in spectrally splitting PV/T systems," Energy, Elsevier, vol. 215(PA).
    11. Herrando, M. & Coca-Ortegón, A. & Guedea, I. & Fueyo, N., 2023. "Experimental validation of a solar system based on hybrid photovoltaic-thermal collectors and a reversible heat pump for the energy provision in non-residential buildings," Renewable and Sustainable Energy Reviews, Elsevier, vol. 178(C).
    12. Zou, Wenlong & Yu, Gang & Du, Xiaoze & Wu, Hongwei, 2025. "Dynamic performance of photovoltaic thermal-heat pump system with connection configurations," Renewable Energy, Elsevier, vol. 242(C).
    13. Keçebaş, Ali & Güler, Onur Vahip & Georgiev, Aleksandar G. & Gürbüz, Emine Yağız & Tuncer, Azim Doğuş & Şahinkesen, İstemihan, 2025. "Thermodynamic analysis and efficiency enhancement of PV/T systems using ethanol-based phase change material," Energy, Elsevier, vol. 320(C).
    14. 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).
    15. María Herrando & Alba Ramos, 2022. "Photovoltaic-Thermal (PV-T) Systems for Combined Cooling, Heating and Power in Buildings: A Review," Energies, MDPI, vol. 15(9), pages 1-28, April.
    16. Zhao, Yang & Wang, Ranxu & Gao, Dan & Chen, Haiping & Zhang, Heng, 2024. "Numerical investigation and optimization of a multi-stage Tesla-valve channel based photovoltaic/thermal module," Renewable Energy, Elsevier, vol. 228(C).
    17. Hong, Wenpeng & Li, Boyu & Li, Haoran & Niu, Xiaojuan & Li, Yan & Lan, Jingrui, 2022. "Recent progress in thermal energy recovery from the decoupled photovoltaic/thermal system equipped with spectral splitters," Renewable and Sustainable Energy Reviews, Elsevier, vol. 167(C).
    18. 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).
    19. Alshibil, Ahssan M.A. & Farkas, István & Víg, Piroska, 2023. "Thermodynamical analysis and evaluation of louver-fins based hybrid bi-fluid photovoltaic/thermal collector systems," Renewable Energy, Elsevier, vol. 206(C), pages 1120-1131.
    20. 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.

    More about this item

    Keywords

    ;
    ;
    ;
    ;
    ;

    Statistics

    Access and download statistics

    Corrections

    All material on this site has been provided by the respective publishers and authors. You can help correct errors and omissions. When requesting a correction, please mention this item's handle: RePEc:eee:energy:v:347:y:2026:i:c:s0360544226004676. See general information about how to correct material in RePEc.

    If you have authored this item and are not yet registered with RePEc, we encourage you to do it here. This allows to link your profile to this item. It also allows you to accept potential citations to this item that we are uncertain about.

    If CitEc recognized a bibliographic reference but did not link an item in RePEc to it, you can help with this form .

    If you know of missing items citing this one, you can help us creating those links by adding the relevant references in the same way as above, for each refering item. If you are a registered author of this item, you may also want to check the "citations" tab in your RePEc Author Service profile, as there may be some citations waiting for confirmation.

    For technical questions regarding this item, or to correct its authors, title, abstract, bibliographic or download information, contact: Catherine Liu (email available below). General contact details of provider: http://www.journals.elsevier.com/energy .

    Please note that corrections may take a couple of weeks to filter through the various RePEc services.

    IDEAS is a RePEc service. RePEc uses bibliographic data supplied by the respective publishers.