IDEAS home Printed from https://ideas.repec.org/a/eee/energy/v342y2026ics0360544225053459.html

Experimental and numerical study of cooling performance in a large geothermal greenhouse

Author

Listed:
  • Mao, Qianjun
  • Ji, Chenchen

Abstract

Maximizing the use of renewable energy allows greenhouses to optimize crop growth patterns while reducing energy waste. In this study, a fan-coil air-conditioning system was introduced in a Venlo-type greenhouse. The system employs a ground-source heat pump unit to harness geothermal energy for water cooling and energy recovery. The cooling performance of the system was evaluated experimentally. To gain a deeper understanding of greenhouse thermal behavior, a three-dimensional dynamic model was established to predict the dynamic impact of fan coil air conditioning systems on the indoor environment during startup. Solar radiation was used as a heat source for the greenhouse and simulated using a discrete ordinate (DO) model. Climate data collected from weather stations were used as boundary conditions for the simulations. An experimental platform was set up in Wuhan to conduct physical experiments and collect data to verify the accuracy of the model. The results show that the air-conditioning system provides effective cooling, capable of reducing and maintaining the interior temperature within a suitable range for crop growth over a short period. The cooling performance coefficient of the system is 5.4. During the summer months, the electricity consumption of the entire greenhouse is 51,984 kWh.

Suggested Citation

  • Mao, Qianjun & Ji, Chenchen, 2026. "Experimental and numerical study of cooling performance in a large geothermal greenhouse," Energy, Elsevier, vol. 342(C).
  • Handle: RePEc:eee:energy:v:342:y:2026:i:c:s0360544225053459
    DOI: 10.1016/j.energy.2025.139703
    as

    Download full text from publisher

    File URL: http://www.sciencedirect.com/science/article/pii/S0360544225053459
    Download Restriction: Full text for ScienceDirect subscribers only

    File URL: https://libkey.io/10.1016/j.energy.2025.139703?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. Abdel-Ghany, A.M. & Al-Helal, I.M., 2011. "Solar energy utilization by a greenhouse: General relations," Renewable Energy, Elsevier, vol. 36(1), pages 189-196.
    2. Panayiotou, Gregoris & Kalogirou, Soteris & Tassou, Savvas, 2012. "Design and simulation of a PV and a PV–Wind standalone energy system to power a household application," Renewable Energy, Elsevier, vol. 37(1), pages 355-363.
    3. Chen, Shuqin & Zhu, Yipan & Chen, Yue & Liu, Wei, 2020. "Usage strategy of phase change materials in plastic greenhouses, in hot summer and cold winter climate," Applied Energy, Elsevier, vol. 277(C).
    4. Abdel-Ghany, Ahmed M. & Kozai, Toyoki, 2006. "Dynamic modeling of the environment in a naturally ventilated, fog-cooled greenhouse," Renewable Energy, Elsevier, vol. 31(10), pages 1521-1539.
    5. Fidaros, D.K. & Baxevanou, C.A. & Bartzanas, T. & Kittas, C., 2010. "Numerical simulation of thermal behavior of a ventilated arc greenhouse during a solar day," Renewable Energy, Elsevier, vol. 35(7), pages 1380-1386.
    6. Vadiee, Amir & Martin, Viktoria, 2013. "Thermal energy storage strategies for effective closed greenhouse design," Applied Energy, Elsevier, vol. 109(C), pages 337-343.
    7. Mardomakdeh, Sara Maleki & Poshtiri, Amin Haghighi & Farahani, Majid, 2024. "A numerical study of cucurbit cultivation in a greenhouse under direct solar radiation and equipped with a direct evaporative cooler in summer season," Energy, Elsevier, vol. 292(C).
    8. Bazgaou, A. & Fatnassi, H. & Bouharroud, R. & Ezzaeri, K. & Gourdo, L. & Wifaya, A. & Demrati, H. & Elame, F. & Carreño-Ortega, Á. & Bekkaoui, A. & Aharoune, A. & Bouirden, L., 2021. "Effect of active solar heating system on microclimate, development, yield and fruit quality in greenhouse tomato production," Renewable Energy, Elsevier, vol. 165(P1), pages 237-250.
    9. Narayana, Mahinsasa & Sunderland, Keith M. & Putrus, Ghanim & Conlon, Michael F., 2017. "Adaptive linear prediction for optimal control of wind turbines," Renewable Energy, Elsevier, vol. 113(C), pages 895-906.
    10. Vadiee, Amir & Martin, Viktoria, 2014. "Energy management strategies for commercial greenhouses," Applied Energy, Elsevier, vol. 114(C), pages 880-888.
    11. Saberian, Ayad & Sajadiye, Seyed Majid, 2019. "The effect of dynamic solar heat load on the greenhouse microclimate using CFD simulation," Renewable Energy, Elsevier, vol. 138(C), pages 722-737.
    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. Hassanien, Reda Hassanien Emam & Li, Ming & Dong Lin, Wei, 2016. "Advanced applications of solar energy in agricultural greenhouses," Renewable and Sustainable Energy Reviews, Elsevier, vol. 54(C), pages 989-1001.
    2. Li, Yanru & Wang, Si & Wang, Junwen & Dai, Yongxing & Arıcı, Müslüm & Jian, Yubin & Zhang, Lili & Cao, Ying, 2025. "Energy-saving procedures for thermal and luminous environment controls in plastic greenhouses: A review," Energy, Elsevier, vol. 332(C).
    3. Gloria Alexandra Ortiz Rocha & Maria Angelica Pichimata & Edwin Villagran, 2021. "Research on the Microclimate of Protected Agriculture Structures Using Numerical Simulation Tools: A Technical and Bibliometric Analysis as a Contribution to the Sustainability of Under-Cover Cropping in Tropical and Subtropical Countries," Sustainability, MDPI, vol. 13(18), pages 1-40, September.
    4. Zhang, Guanshan & Ding, Xiaoming & Li, Tianhua & Pu, Wenyang & Lou, Wei & Hou, Jialin, 2020. "Dynamic energy balance model of a glass greenhouse: An experimental validation and solar energy analysis," Energy, Elsevier, vol. 198(C).
    5. Dafni Despoina Avgoustaki & George Xydis, 2020. "Plant factories in the water-food-energy Nexus era: a systematic bibliographical review," Food Security: The Science, Sociology and Economics of Food Production and Access to Food, Springer;The International Society for Plant Pathology, vol. 12(2), pages 253-268, April.
    6. Saberian, Ayad & Sajadiye, Seyed Majid, 2019. "The effect of dynamic solar heat load on the greenhouse microclimate using CFD simulation," Renewable Energy, Elsevier, vol. 138(C), pages 722-737.
    7. Qu, Xiaosong & Wu, Gang & Feng, Chaoqing & Liu, Na & Liang, Hao, 2026. "Research on the heating performance of Chinese solar greenhouses achieved by the indoor compound parabolic collector and dual-source heat pump coupling system," Energy, Elsevier, vol. 342(C).
    8. repec:plo:pone00:0239851 is not listed on IDEAS
    9. Wu, Xiaoyang & Li, Yiming & Jiang, Lingling & Wang, Yang & Liu, Xingan & Li, Tianlai, 2023. "A systematic analysis of multiple structural parameters of Chinese solar greenhouse based on the thermal performance," Energy, Elsevier, vol. 273(C).
    10. repec:plo:pone00:0231316 is not listed on IDEAS
    11. Marucci, Alvaro & Cappuccini, Andrea, 2016. "Dynamic photovoltaic greenhouse: Energy balance in completely clear sky condition during the hot period," Energy, Elsevier, vol. 102(C), pages 302-312.
    12. Yang, Zhenning & Wang, Fuqiang & Fu, Zhichang & Dong, Yan & Zou, Huichuan & Chen, Xudong & Yan, Yuying & Zhang, Shuai, 2024. "Thermoelectric system investigation with the combination of solar concentration, greenhouse and radiative cooling for all-day power generation," Renewable Energy, Elsevier, vol. 231(C).
    13. Mobtaker, Hassan Ghasemi & Ajabshirchi, Yahya & Ranjbar, Seyed Faramarz & Matloobi, Mansour, 2019. "Simulation of thermal performance of solar greenhouse in north-west of Iran: An experimental validation," Renewable Energy, Elsevier, vol. 135(C), pages 88-97.
    14. Román-Roldán, N.I. & Ituna Yudonago, J.F. & López-Ortiz, A. & Rodríguez-Ramírez, J. & Sandoval-Torres, S., 2021. "A new air recirculation system for homogeneous solar drying: Computational fluid dynamics approach," Renewable Energy, Elsevier, vol. 179(C), pages 1727-1741.
    15. He, Xueying & Wang, Pingzhi & Song, Weitang & Wu, Gang & Ma, Chengwei & Li, Ming, 2022. "Experimental study on the feasibility and thermal performance of a multifunctional air conditioning system using surplus air thermal energy to heat a Chinese solar greenhouse," Renewable Energy, Elsevier, vol. 198(C), pages 1148-1161.
    16. Yano, Akira & Cossu, Marco, 2019. "Energy sustainable greenhouse crop cultivation using photovoltaic technologies," Renewable and Sustainable Energy Reviews, Elsevier, vol. 109(C), pages 116-137.
    17. Ben Ali, Rim & Bouadila, Salwa & Mami, Abdelkader, 2020. "Experimental validation of the dynamic thermal behavior of two types of agricultural greenhouses in the Mediterranean context," Renewable Energy, Elsevier, vol. 147(P1), pages 118-129.
    18. Chrysanthos Maraveas & Christos-Spyridon Karavas & Dimitrios Loukatos & Thomas Bartzanas & Konstantinos G. Arvanitis & Eleni Symeonaki, 2023. "Agricultural Greenhouses: Resource Management Technologies and Perspectives for Zero Greenhouse Gas Emissions," Agriculture, MDPI, vol. 13(7), pages 1-46, July.
    19. Zhang, Yue & Henke, Michael & Li, Yiming & Yue, Xiang & Xu, Demin & Liu, Xingan & Li, Tianlai, 2020. "High resolution 3D simulation of light climate and thermal performance of a solar greenhouse model under tomato canopy structure," Renewable Energy, Elsevier, vol. 160(C), pages 730-745.
    20. Mahrokh Farvardin & Morteza Taki & Shiva Gorjian & Edris Shabani & Julio C. Sosa-Savedra, 2024. "Assessing the Physical and Environmental Aspects of Greenhouse Cultivation: A Comprehensive Review of Conventional and Hydroponic Methods," Sustainability, MDPI, vol. 16(3), pages 1-34, February.
    21. Morice R. O. Odhiambo & Adnan Abbas & Xiaochan Wang & Ehsan Elahi, 2020. "Thermo-Environmental Assessment of a Heated Venlo-Type Greenhouse in the Yangtze River Delta Region," Sustainability, MDPI, vol. 12(24), pages 1-34, December.
    22. Ismail, M.S. & Moghavvemi, M. & Mahlia, T.M.I., 2013. "Energy trends in Palestinian territories of West Bank and Gaza Strip: Possibilities for reducing the reliance on external energy sources," Renewable and Sustainable Energy Reviews, Elsevier, vol. 28(C), pages 117-129.

    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:342:y:2026:i:c:s0360544225053459. 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.