IDEAS home Printed from https://ideas.repec.org/a/eee/renene/v240y2025ics0960148124023231.html
   My bibliography  Save this article

Analytical-experimental based inversion algorithm of stratum thermal properties for medium-depth coaxial borehole

Author

Listed:
  • Dong, Shihao
  • Yu, Yuelong
  • Li, Bingxue
  • Kosonen, Risto
  • Ni, Long

Abstract

Energy saving and decarbonization become consensus of the world. Medium-depth ground source heat pumps employing coaxial borehole heat exchangers have emerged as a pivotal choice for low-carbon heating. Heat transfer performance of coaxial borehole is vital for design, whose fundamental determinant is stratum thermal properties. However, direct measurement of these properties proves challenging for the complex stratum. Inversion methods, though avoiding this limitation, lack applicability to medium-depth boreholes. Therefore, a stratum thermophysical inversion algorithm was established based on an analytical model coupling the spatial-temporal dynamics of in-borehole fluid and stratum. Notable for its independence from initial values and the absence of parameter fitting, this algorithm offers a user-friendly solution. To validate the algorithm's accuracy and investigate heat extraction characteristics in Songliao Basin, an inaugural thermal response test at depth of 2500m was conducted in Shenyang, Liaoning. The maximum mean relative error is 9.4 % or the maximum absolute temperature error is ±0.94 °C. Correlation analysis suggests using the initial 0–13 h of data for volume heat capacity inversion and subsequent data for effective thermal conductivity inversion to enhance precision. Furthermore, a recommended minimum test duration of 80 h ensures robust results.

Suggested Citation

  • Dong, Shihao & Yu, Yuelong & Li, Bingxue & Kosonen, Risto & Ni, Long, 2025. "Analytical-experimental based inversion algorithm of stratum thermal properties for medium-depth coaxial borehole," Renewable Energy, Elsevier, vol. 240(C).
  • Handle: RePEc:eee:renene:v:240:y:2025:i:c:s0960148124023231
    DOI: 10.1016/j.renene.2024.122255
    as

    Download full text from publisher

    File URL: http://www.sciencedirect.com/science/article/pii/S0960148124023231
    Download Restriction: Full text for ScienceDirect subscribers only

    File URL: https://libkey.io/10.1016/j.renene.2024.122255?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. Shi, Yu & Song, Xianzhi & Shen, Zhonghou & Wang, Gaosheng & Li, Xiaojiang & Zheng, Rui & Geng, Lidong & Li, Jiacheng & Zhang, Shikun, 2018. "Numerical investigation on heat extraction performance of a CO2 enhanced geothermal system with multilateral wells," Energy, Elsevier, vol. 163(C), pages 38-51.
    2. Changlong Wang & Qiang Fu & Wanyu Sun & Jinli Lu & Yanhong Sun & Wanwan Li, 2023. "Estimation of Layered Ground Thermal Properties for Deep Coaxial Ground Heat Exchanger," Sustainability, MDPI, vol. 15(18), pages 1-19, September.
    3. Sliwa, Tomasz & Kotyza, Jaroslaw, 2003. "Application of existing wells as ground heat source for heat pumps in Poland," Applied Energy, Elsevier, vol. 74(1-2), pages 3-8, January.
    4. Zhao, Zilong & Lin, Yu-Feng & Stumpf, Andrew & Wang, Xinlei, 2022. "Assessing impacts of groundwater on geothermal heat exchangers: A review of methodology and modeling," Renewable Energy, Elsevier, vol. 190(C), pages 121-147.
    5. Zhang, Changxing & Song, Wei & Liu, Yufeng & Kong, Xiangqiang & Wang, Qing, 2019. "Effect of vertical ground temperature distribution on parameter estimation of in-situ thermal response test with unstable heat rate," Renewable Energy, Elsevier, vol. 136(C), pages 264-274.
    6. Hu, Xincheng & Banks, Jonathan & Wu, Linping & Liu, Wei Victor, 2020. "Numerical modeling of a coaxial borehole heat exchanger to exploit geothermal energy from abandoned petroleum wells in Hinton, Alberta," Renewable Energy, Elsevier, vol. 148(C), pages 1110-1123.
    7. Dong, Shihao & Yu, Yuelong & Wang, Hao & Yao, Yang & Ni, Long, 2023. "An economic-energetic-environmental evaluation algorithm for hybrid mid-depth geothermal heating system," Energy, Elsevier, vol. 282(C).
    8. Li, Chao & Guan, Yanling & Wang, Xing & Li, Gaopeng & Zhou, Cong & Xun, Yingjiu, 2018. "Experimental and numerical studies on heat transfer characteristics of vertical deep-buried U-bend pipe to supply heat in buildings with geothermal energy," Energy, Elsevier, vol. 142(C), pages 689-701.
    9. Huang, Yibin & Zhang, Yanjun & Xie, Yangyang & Zhang, Yu & Gao, Xuefeng & Ma, Jingchen, 2020. "Field test and numerical investigation on deep coaxial borehole heat exchanger based on distributed optical fiber temperature sensor," Energy, Elsevier, vol. 210(C).
    10. Li, Min & Zhang, Liwen & Liu, Gang, 2020. "Step-wise algorithm for estimating multi-parameter of the ground and geothermal heat exchangers from thermal response tests," Renewable Energy, Elsevier, vol. 150(C), pages 435-442.
    11. Li, Chao & Guan, Yanling & Liu, Jianhong & Jiang, Chao & Yang, Ruitao & Hou, Xueming, 2020. "Heat transfer performance of a deep ground heat exchanger for building heating in long-term service," Renewable Energy, Elsevier, vol. 166(C), pages 20-34.
    12. Li, Min & Zhang, Liwen & Liu, Gang, 2019. "Estimation of thermal properties of soil and backfilling material from thermal response tests (TRTs) for exploiting shallow geothermal energy: Sensitivity, identifiability, and uncertainty," Renewable Energy, Elsevier, vol. 132(C), pages 1263-1270.
    13. Tian, Zhongyun & Zheng, Wenke & Guo, Jiwei & Jiang, Yiqiang & Liang, Zhirong & Mi, Xiaoguang, 2024. "Fundamental research on the condensation heat transfer of the hydrocarbon-mixture energy in a spiral tube described by a universal model using flow pattern based and general modes," Energy, Elsevier, vol. 296(C).
    14. Nasruddin, & Idrus Alhamid, M. & Daud, Yunus & Surachman, Arief & Sugiyono, Agus & Aditya, H.B. & Mahlia, T.M.I., 2016. "Potential of geothermal energy for electricity generation in Indonesia: A review," Renewable and Sustainable Energy Reviews, Elsevier, vol. 53(C), pages 733-740.
    15. Zhang, Changxing & Guo, Zhanjun & Liu, Yufeng & Cong, Xiaochun & Peng, Donggen, 2014. "A review on thermal response test of ground-coupled heat pump systems," Renewable and Sustainable Energy Reviews, Elsevier, vol. 40(C), pages 851-867.
    16. Beier, Richard A. & Acuña, José & Mogensen, Palne & Palm, Björn, 2013. "Borehole resistance and vertical temperature profiles in coaxial borehole heat exchangers," Applied Energy, Elsevier, vol. 102(C), pages 665-675.
    17. Isaka, B.L. Avanthi & Ranjith, P.G. & Rathnaweera, T.D. & Perera, M.S.A. & Kumari, W.G.P., 2019. "Influence of long-term operation of supercritical carbon dioxide based enhanced geothermal system on mineralogical and microstructurally-induced mechanical alteration of surrounding rock mass," Renewable Energy, Elsevier, vol. 136(C), pages 428-441.
    18. Gordon, David & Bolisetti, Tirupati & Ting, David S-K. & Reitsma, Stanley, 2017. "A physical and semi-analytical comparison between coaxial BHE designs considering various piping materials," Energy, Elsevier, vol. 141(C), pages 1610-1621.
    19. Cheng, Wen-Long & Huang, Yong-Hua & Lu, De-Tang & Yin, Hong-Ru, 2011. "A novel analytical transient heat-conduction time function for heat transfer in steam injection wells considering the wellbore heat capacity," Energy, Elsevier, vol. 36(7), pages 4080-4088.
    20. Bu, Xianbiao & Ran, Yunmin & Zhang, Dongdong, 2019. "Experimental and simulation studies of geothermal single well for building heating," Renewable Energy, Elsevier, vol. 143(C), pages 1902-1909.
    21. Zhang, Xueping & Han, Zongwei & Ji, Qiang & Zhang, Hongzhi & Li, Xiuming, 2021. "Thermal response tests for the identification of soil thermal parameters: A review," Renewable Energy, Elsevier, vol. 173(C), pages 1123-1135.
    22. Nian, Yong-Le & Wang, Xiang-Yang & Xie, Kun & Cheng, Wen-Long, 2020. "Estimation of ground thermal properties for coaxial BHE through distributed thermal response test," Renewable Energy, Elsevier, vol. 152(C), pages 1209-1219.
    23. Zhang, Changxing & Song, Wei & Sun, Shicai & Peng, Donggen, 2015. "Parameter estimation of in-situ thermal response test with unstable heat rate," Energy, Elsevier, vol. 88(C), pages 497-505.
    24. Bozzoli, F. & Pagliarini, G. & Rainieri, S. & Schiavi, L., 2011. "Estimation of soil and grout thermal properties through a TSPEP (two-step parameter estimation procedure) applied to TRT (thermal response test) data," Energy, Elsevier, vol. 36(2), pages 839-846.
    25. Song, Xianzhi & Shi, Yu & Li, Gensheng & Yang, Ruiyue & Wang, Gaosheng & Zheng, Rui & Li, Jiacheng & Lyu, Zehao, 2018. "Numerical simulation of heat extraction performance in enhanced geothermal system with multilateral wells," Applied Energy, Elsevier, vol. 218(C), pages 325-337.
    Full references (including those not matched with items on IDEAS)

    Citations

    Citations are extracted by the CitEc Project, subscribe to its RSS feed for this item.
    as


    Cited by:

    1. Dong, Shihao & Yu, Yuelong & Li, Bingxue & Ni, Long, 2025. "Thermal analysis of medium-depth borehole heat exchanger coupled layered stratum thermal conductivity," Renewable Energy, Elsevier, vol. 246(C).

    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. Du, Yufang & Li, Min & Li, Yong & Lai, Alvin CK., 2023. "Tikhonov regularization stabilizes multi-parameter estimation of geothermal heat exchangers," Energy, Elsevier, vol. 262(PB).
    2. Dong, Shihao & Yu, Yuelong & Li, Bingxue & Ni, Long, 2024. "Geologic and thermal conductivity analysis based on geophysical test and combined modeling," Energy, Elsevier, vol. 310(C).
    3. Li, Min & Zhang, Liwen & Liu, Gang, 2020. "Step-wise algorithm for estimating multi-parameter of the ground and geothermal heat exchangers from thermal response tests," Renewable Energy, Elsevier, vol. 150(C), pages 435-442.
    4. Nian, Yong-Le & Wang, Xiang-Yang & Xie, Kun & Cheng, Wen-Long, 2020. "Estimation of ground thermal properties for coaxial BHE through distributed thermal response test," Renewable Energy, Elsevier, vol. 152(C), pages 1209-1219.
    5. Cai, Wanlong & Wang, Fenghao & Chen, Chaofan & Chen, Shuang & Liu, Jun & Ren, Zhanli & Shao, Haibing, 2022. "Long-term performance evaluation for deep borehole heat exchanger array under different soil thermal properties and system layouts," Energy, Elsevier, vol. 241(C).
    6. Zhang, Changxing & Xu, Chong & Yu, Xiaoxi & Lu, Jiahui & Liu, Yufeng & Sun, Shicai, 2024. "A multi-parameter estimation of layered rock-soil thermal properties of borehole heat exchanger in a stratified subsurface," Renewable Energy, Elsevier, vol. 232(C).
    7. Changlong Wang & Qiang Fu & Han Fang & Jinli Lu, 2022. "Estimation of Ground Thermal Properties of Shallow Coaxial Borehole Heat Exchanger Using an Improved Parameter Estimation Method," Sustainability, MDPI, vol. 14(12), pages 1-12, June.
    8. Chen, Hongfei & Liu, Hongtao & Yang, Fuxin & Tan, Houzhang & Wang, Bangju, 2023. "Field measurements and numerical investigation on heat transfer characteristics and long-term performance of deep borehole heat exchangers," Renewable Energy, Elsevier, vol. 205(C), pages 1125-1136.
    9. Zhang, Xueping & Han, Zongwei & Ji, Qiang & Zhang, Hongzhi & Li, Xiuming, 2021. "Thermal response tests for the identification of soil thermal parameters: A review," Renewable Energy, Elsevier, vol. 173(C), pages 1123-1135.
    10. Pasquier, Philippe & Marcotte, Denis, 2020. "Robust identification of volumetric heat capacity and analysis of thermal response tests by Bayesian inference with correlated residuals," Applied Energy, Elsevier, vol. 261(C).
    11. Zhang, Xueping & Han, Zongwei & Meng, Xinwei & Li, Gui & Ji, Qiang & Li, Xiuming & Yang, Lingyan, 2021. "Study on high-precision identification method of ground thermal properties based on neural network model," Renewable Energy, Elsevier, vol. 163(C), pages 1838-1848.
    12. Cai, Wanlong & Wang, Fenghao & Zhang, Yuping & Jiang, Jinghua & Wang, Qiuwang & Shao, Haibing & Kolditz, Olaf & Nagel, Thomas & Chen, Chaofan, 2025. "Field test and long-term heat extraction performance evaluation of the deep U-type borehole heat exchanger system," Renewable Energy, Elsevier, vol. 240(C).
    13. Yu, Han & Xu, Tianfu & Yuan, Yilong & Gherardi, Fabrizio & Feng, Bo & Jiang, Zhenjiao & Hu, Zixu, 2021. "Enhanced heat extraction for deep borehole heat exchanger through the jet grouting method using high thermal conductivity material," Renewable Energy, Elsevier, vol. 177(C), pages 1102-1115.
    14. Somogyi, Viola & Sebestyén, Viktor & Nagy, Georgina, 2017. "Scientific achievements and regulation of shallow geothermal systems in six European countries – A review," Renewable and Sustainable Energy Reviews, Elsevier, vol. 68(P2), pages 934-952.
    15. Harshini, R.D.G.F. & Chaudhuri, A. & Ranjith, P.G, 2024. "Harnessing the heat below: Efficacy of closed-loop systems in the cooper basin, Australia," Energy, Elsevier, vol. 312(C).
    16. Qiao, Mingzheng & Zhou, Yujuan & Jing, Zefeng & Feng, Chenchen & Zheng, Long & Wang, Lichao & Xue, Ruibin, 2025. "Heat extraction analysis of an innovative single-well open-loop geothermal system using scCO2," Energy, Elsevier, vol. 328(C).
    17. Yu, Likui & Wu, Xiaotian & Hassan, N.M.S. & Wang, Yadan & Ma, Weiwu & Liu, Gang, 2020. "Modified zipper fracturing in enhanced geothermal system reservoir and heat extraction optimization via orthogonal design," Renewable Energy, Elsevier, vol. 161(C), pages 373-385.
    18. Wang, Changlong & Jiang, Tianzhuo & Zhou, Xing & Guo, Yanchun & Huang, Xinjie & Lu, Jinli, 2025. "Estimation method of soil thermal conductivity distribution of coaxial vertical borehole heat exchanger based on distributed thermal response test," Renewable Energy, Elsevier, vol. 238(C).
    19. Hu, Xincheng & Banks, Jonathan & Guo, Yunting & Huang, Guangping & Liu, Wei Victor, 2021. "Effects of temperature-dependent property variations on the output capacity prediction of a deep coaxial borehole heat exchanger," Renewable Energy, Elsevier, vol. 165(P1), pages 334-349.
    20. Yazhou Zhao & Xiangxi Qin & Xiangyu Shi, 2022. "Heat Transfer Modeling on High-Temperature Charging and Discharging of Deep Borehole Heat Exchanger with Transient Strong Heat Flux," Sustainability, MDPI, vol. 14(15), pages 1-34, August.

    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:renene:v:240:y:2025:i:c:s0960148124023231. 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/renewable-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.