skip to main content

View PDF Download fulltext

Techno-economic and environmental assessment of source-side and load-side PV/T-assisted ground source heat pump systems

Shandong Huayu University of Technology, No. 968, East Daxue Road, Dezhou, 253000, Shandong, China

Received: 7 May 2026; Revised: 29 Jul 2026; Accepted: 20 Sep 2026; Available online: 3 Oct 2026; Published: 1 Nov 2026.
Editor(s): H Hadiyanto
Open Access Copyright (c) 2026 The Author(s). Published by Centre of Biomass and Renewable Energy (CBIORE)
Creative Commons License This work is licensed under a Creative Commons Attribution-ShareAlike 4.0 International License.

Citation Format:
Abstract

Building heating consumes substantial energy and contributes significantly to global carbon emissions. Integrating photovoltaic/thermal (PV/T) modules with ground source heat pumps (GSHP) offers a promising sustainable solution, effectively addressing the soil thermal imbalance and low energy efficiency inherent in conventional GSHP systems. This study proposes and mathematically models two hybrid configurations: PV/T modules integrated on the source side and the load side, respectively. Component models were validated against experimental data (maximum error < 6%) to conduct a comprehensive 20-year comparative assessment across energy, economic, environmental, and soil thermal balance dimensions. Simulation results indicate that both configurations successfully mitigate soil temperature decline, achieving long-term soil thermal balance and effective seasonal solar thermal storage. However, the source-side PV/T-GSHP system exhibits superior overall performance. It delivers a higher Primary Energy Ratio (PER) and Energy Efficiency Ratio (EER), a lower Levelized Cost of Energy (LCOE) of 0.36 RMB/kWh, an 11.14% higher annual total cost-saving rate, and an 8.47% improvement in CO₂ emission reductions compared to the load-side system. These findings provide optimized configuration strategies and reliable performance data for PV/T-GSHP systems, significantly promoting the efficient utilization of solar-geothermal hybrid energy in low-carbon building applications.

Keywords: PV/T-GSHP system; Nonlinear modeling; Sustainable building heating; Performance comparison
Funding: Shandong Engineering Research Center of Low-Carbon Energy Internet of Things Technology

Article Metrics:

  1. Abu-Rumman, M., Hamdan, M., & Ayadi, O. (2020). Performance enhancement of a photovoltaic thermal (PVT) and ground-source heat pump system. Geothermics, 85. https://doi.org/10.1016/j.geothermics.2020.101809
  2. Alrasheedi, N. H., Chinnasamy, S., & Prakash, K. B. (2025). Performance of air source heat pump for dual-purpose mode: A futuristic study for domestic water heating cum air cooling in tropical region. Applied Thermal Engineering, 279. https://doi.org/10.1016/j.applthermaleng.2025.127953
  3. Bhadra, S., & Mwesigye, A. (2025). Influence of control strategy on the energetic performance of an air source heat pump coupled with a solar air collector for domestic hot water in a cold climate. Renewable Energy, 244. https://doi.org/10.1016/j.renene.2025.122682
  4. Choi, W. J., Lee, W., Kim, D. W., An, Y., Joo, H. J., Hong, J. Y., & Kim, M. H. (2025). Experimental investigation of the energy performance of a photovoltaic-thermal assisted ground source heat pump system for net plus energy houses. Case Studies in Thermal Engineering, 69. https://doi.org/10.1016/j.csite.2025.105974
  5. Conte, R., Zanetti, E., Tancon, M., & Azzolin, M. (2025). Comparative analysis of CO2 and propane heat pumps for water heating: seasonal performance of air and hybrid solar-air systems☆. Applied Thermal Engineering, 278. https://doi.org/10.1016/j.applthermaleng.2025.127131
  6. Di Matteo, M., Fiorini, C. V., Vollaro, R. D., Oclon, P., & Vallati, A. (2025). Experimental analysis of a renewable energy dual source heat pump system for decarbonizing residential buildings. Energy, 337. https://doi.org/10.1016/j.energy.2025.138482
  7. El Kasti, O., & Ozcan, H. G. (2025). A comparative sustainability analysis of heat pump technologies integrated with electricity generation alternatives. International Journal of Hydrogen Energy, 138, 477-489. https://doi.org/10.1016/j.ijhydene.2025.05.024
  8. Flores, R., Cu, K. N., Houssainy, S., Wang, W. X., Nie, X., Woolfolk, N., . . . Brouwer, J. (2025). Active and passive cooling approaches for a Southern California residential community. Advances in Applied Energy, 19. https://doi.org/10.1016/j.adapen.2025.100234
  9. Fu, H. L., Li, J. X., Wang, X. Y., Xiong, W. L., Liu, W. W., & Sun, R. R. (2025). Performance analysis of water source heat pump air-conditioning system for Haihe River as heat source. International Journal of Refrigeration, 171, 38-50. https://doi.org/10.1016/j.ijrefrig.2024.12.020
  10. Graf, C., & Cadenbach, A. (2025). Domestic hot water in existing residential buildings: Comparative simulation study of efficiency and hygiene challenges. Energy, 337. https://doi.org/10.1016/j.energy.2025.138528
  11. Healy, P. F., & Ugursal, V. I. (1997). Performance and economic feasibility of ground source heat pumps in cold climate. International Journal of Energy Research, 21(10), 857-870. https://doi.org/10.1002/(sici)1099-114x(199708)21:10<857::aid-er279>3.3.co;2-t
  12. Hu, Y. F., & Shen, B. (2025a). Development and evaluation of a multi-functional heat pump with embedded thermal storage. Applied Thermal Engineering, 267. https://doi.org/10.1016/j.applthermaleng.2025.125862
  13. Hu, Y. F., & Shen, B. (2025b). Development and field demonstration of residential air source integrated heat pump using a three-stage compressor☆. Energy and Buildings, 328. https://doi.org/10.1016/j.enbuild.2024.115202
  14. Huang, S., Sun, S. J., Liu, S. L., Deng, S. H., & Wang, Z. H. (2026). Advancements in hybrid photovoltaic thermal (PV/T) systems multi objective optimization strategies and emerging Frontiers. Solar Energy, 305. https://doi.org/10.1016/j.solener.2025.114179
  15. Illan-Gómez, F., Garcia-Cascales, J. R., Velasco, F. J. S., & Otón-Martinez, R. A. (2025). Numerical performance of a water source transcritical CO2 heat pump with mechanical subcooling (vol 219, 119639, 2023). Applied Thermal Engineering, 279. https://doi.org/10.1016/j.applthermaleng.2025.127909
  16. Ju, Y. C., Hu, X. Y., Jokisalo, J., Kosonen, R., Xue, T. C., Meriläinen, A., & Kosonen, A. (2025). Cost-optimal dimensioning of hybrid heat pump systems utilizing waste heat from hydrogen production for a kindergarten in cold climate. Energy and Buildings, 332. https://doi.org/10.1016/j.enbuild.2025.115430
  17. Kaufmann, F., von Zabienski, J., von Ribbeck, L., Ehmann, M., Spliethoff, H., & Schifflechner, C. (2025). Experimental analysis of a reversible high-temperature heat pump/ORC test rig for geothermal CHP applications. Applied Thermal Engineering, 280. https://doi.org/10.1016/j.applthermaleng.2025.128360
  18. Kwon, Y., Bae, S., Chae, H., & Nam, Y. (2024). Feasibility study on the optimal design method of ground-water source hybrid heat pump system applied to office buildings. Renewable Energy, 228. https://doi.org/10.1016/j.renene.2024.120555
  19. Li, H. Q., Zhou, J., Cao, J. Y., Zhao, M. S., Chen, J., Liu, L. F., . . . Liu, W. J. (2026). Advances in photovoltaic/thermal assisted ground source heat pump: structural design, material selection, coupling integration, and control strategy optimization. Renewable & Sustainable Energy Reviews, 229. https://doi.org/10.1016/j.rser.2025.116669
  20. Li, P. D., Gao, X. Q., Li, Z. C., & Zhou, X. Y. (2022). Effect of the temperature difference between land and lake on photovoltaic power generation. Renewable Energy, 185, 86-95. https://doi.org/10.1016/j.renene.2021.12.011
  21. Li, Q. B., Huang, C., Liang, Y. P., Fu, T., & Peng, T. F. (2016). Molecular Dynamics Simulation of Nanoindentation of Cu/Au Thin Films at Different Temperatures. Journal of Nanomaterials, 2016. https://doi.org/10.1155/2016/9265948
  22. Li, T., Wang, X., Li, G. N., Liu, Y. J., Liu, Q. X., Gong, Y. F., . . . Mao, Q. J. (2024). Thermal performance and energy flow analysis of a PV/T coupled ground source heat pump system. Applied Thermal Engineering, 240. https://doi.org/10.1016/j.applthermaleng.2023.122265
  23. Mehdipour, R., Garvey, S., Baniamerian, Z., & Cardenas, B. (2025). Ice-Source heat pumps: Sustainable heating solutions for urban areas utilizing water and gas networks. Energy and Buildings, 343. https://doi.org/10.1016/j.enbuild.2025.115916
  24. Mehdipour, R., Garvey, S., Cardenas, B., Baniamerian, Z., & Wood, C. J. (2025). Ice-source heat pump for residential heating: A case study on energy storage and pipeline repurposing in the UK. Case Studies in Thermal Engineering, 73. https://doi.org/10.1016/j.csite.2025.106579
  25. Oguma, M., Matsumoto, T., & Kakizaki, T. (2015). Numerical Simulations of a Ground Source Heat Pump System With Pile Heat Exchangers. Journal of Thermal Science and Engineering Applications, 7(1). https://doi.org/ 10.1115/1.4028343
  26. Pallotta, G., Marrasso, E., Martone, C., Luciano, N., Squarzoni, G., Roselli, C., & Sasso, M. (2025). Aquifer thermal energy storage for decarbonising heating and cooling energy supply in southern Europe: A dynamic environmental impact assessment. Applied Energy, 394. https://doi.org/10.1016/j.apenergy.2025.126105
  27. Peng, T. F., Peng, K., & Li, Q. B. (2015). Methodology for Disjoining Pressure of Free Water Nanofilms. Journal of Physical Chemistry C, 119(25), 14273-14280. https://doi.org/10.1021/acs.jpcc.5b04848
  28. Qian, M. Y., Yan, D., An, J. J., & Iop. (2019). Field test and modeling analysis on unbalance of heat extraction and rejection of GSHP systems with different AC terminal units. Paper presented at the 4th Asia Conference of International-Building-Performance-Simulation-Association (ASIM), Hong Kong, HONG KONG
  29. Sultan, S. M., & Efzan, M. N. E. (2018). Review on recent Photovoltaic/Thermal (PV/T) technology advances and applications. Solar Energy, 173, 939-954. https://doi.org/10.1016/j.solener.2018.08.032
  30. Tan, Y. Y., An, L. B., Wang, L., Hou, Z. N., Zhao, S., Liu, B. W., & Guo, Y. (2024). Proposal and performance evaluation of a solar hybrid heat pump with integrated air-source compression cycle. Energy Conversion and Management, 321. https://doi.org/10.1016/j.enconman.2024.119097
  31. Tung, K., Kumar, R., Fung, A. S., & Leong, W. H. (2025). Residential Air Source Heat Pump Water Heater Performance Testing and Feasibility Analysis in Cold Climate. Sustainability, 17(5). https://doi.org/10.3390/su17052234
  32. Veeramanikandan, M., Sathish, D., Jeryrajkumar, L., & Boovendravarman, S. (2021). Effective study on developments in photovoltaic thermal (PV/T) water heating system. Paper presented at the 2nd International Conference on Recent Advances in Materials and Manufacturing (ICRAMM), Erode, INDIA
  33. Ventura, C., Tina, G. M., Gagliano, A., & Aneli, S. (2021). Enhanced models for the evaluation of electrical efficiency of PV/ T modules. Solar Energy, 224, 531-544. https://doi.org/10.1016/j.solener.2021.06.018
  34. Wan, J., Zhou, X. B., Tang, J. R., Zhuo, Y. X., Huo, W. Q., Zhao, Z. L., . . . Ieee. (2020). Industry-Classification Analysis of Provincial Final Energy Consumption Structure in China. Paper presented at the 2020 Asia Energy and Electrical Engineering Symposium, Chengdu, PEOPLES R CHINA
  35. Wang, C. L., Ma, M. H., Su, Y. Y., Wang, Y. H., Wang, Y. G., Chen, Y., . . . Deng, J. W. (2025). Research on the operation features and optimization methods of heat pumps coupled with mid-deep borehole heat exchangers: On-site measurements and comparative study. Energy and Buildings, 328. https://doi.org/10.1016/j.enbuild.2024.115239
  36. Wang, S. D., Bo, Z., & Xiaoyu, X. Y. (2016). Introdution to Distributed Photovoltaic Power Generation Flexible Grid-Connection Interface Equipment Research. Paper presented at the IEEE International Conference of Online Analysis and Computing Science (ICOACS), Chongqing, PEOPLES R CHINA
  37. Wang, W. W., & Zhang, M. (2015). Direct and indirect energy consumption of rural households in China. Natural Hazards, 79(3), 1693-1705. https://doi.org/10.1007/s11069-015-1921-5
  38. Wang, X., Li, T., Yu, Y. Y., Mao, Q. J., Liu, X. Y., Xu, C. L., & Li, G. N. (2024). Comprehensive analysis of a novel sustainable photovoltaic/thermal assisted ground source heat pump system with energy storage. Journal of Energy Storage, 102. https://doi.org/10.1016/j.est.2024.114161
  39. Wang, Y. F., Sun, L., Xue, H., & Ieee. (2016). Photovoltaic Output Power Chaotic Characteristic and Trend Prediction Based on the Actual Measurement Data. Paper presented at the IEEE 11th Conference on Industrial Electronics and Applications (ICIEA), Hefei, PEOPLES R CHINA
  40. Wu, S. Y., Dai, Y. C., Lie, X. L., Oppong, F., & Xu, C. S. (2018). A review of ground-source heat pump systems with heat pipes for energy efficiency in buildings. Paper presented at the Applied Energy Symposium and Forum - Low-Carbon Cities and Urban Energy Systems (CUE), Shanghai, PEOPLES R CHINA
  41. Xia, L., Ma, Z. J., Kokogiannakis, G., Wang, S. G., & Gong, X. M. (2018). A model-based optimal control strategy for ground source heat pump systems with integrated solar photovoltaic thermal collectors. Applied Energy, 228, 1399-1412. https://doi.org/10.1016/j.apenergy.2018.07.026
  42. Zafaranchi, M., Riddell, W. T., Chan, N. B., Saliba, E., & Leung, L. (2025). Evaluating the Environmental Impact of Heat Pump Systems: An Integrated Approach to Sustainable Building Operations. Energies, 18(2). https://doi.org/10.3390/en18020388
  43. Zhao, J. H., Chen, J. M., & Liu, P. X. (2023). Simulation Study on Heating Stability of PV/T-GSHP Automatic Control Heating System Based on TRNSYS. Energies, 16(11). https://doi.org/10.3390/en16114341

Last update:

No citation recorded.

Last update: 2026-10-10 19:29:07

No citation recorded.