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Insights into geothermal utilization of abandoned oil and gas wells

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  • Nian, Yong-Le
  • Cheng, Wen-Long

Abstract

Abandoned oil and gas wells (AOGW) with high bottom-hole temperature contain abundant geothermal energy, which can be retrofitted to a novel geothermal system for different utilizations without high-cost drilling. Thus, at recently, some researchers concentrate on evaluation of the performance of thermal energy extraction from AOGW and geothermal power generation using AOGW with Organic Rankine cycle (ORC) systems. The aim of this paper is not only to review advanced geothermal utilizations for AOGW, but also make insights into the thermal simulation methods and power generation as well as working fluids selection for AOGW geothermal system. Due to heat extraction from AOGW dominating the geothermal utilizations; firstly, this paper performed to summarize and discuss the heat transfer models of AOGW geothermal system, which involve wellbore heat transfer and transient heat conduction in surrounding formation. Then, for evaluating the performance of power generation systems using AOGW, three different power plants were compared and the influence factors were examined. In addition, the optimum selection criteria of working fluids were also summarized, and the optimal fluids for different wells were determined. At last, the summary of key problems of the AOGW geothermal utilizations were proposed, and the future development and applications of AOGW were suggested for improving the geothermal utilizations.

Suggested Citation

  • Nian, Yong-Le & Cheng, Wen-Long, 2018. "Insights into geothermal utilization of abandoned oil and gas wells," Renewable and Sustainable Energy Reviews, Elsevier, vol. 87(C), pages 44-60.
  • Handle: RePEc:eee:rensus:v:87:y:2018:i:c:p:44-60
    DOI: 10.1016/j.rser.2018.02.004
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    as
    1. Raymond, J. & Therrien, R. & Gosselin, L. & Lefebvre, R., 2011. "Numerical analysis of thermal response tests with a groundwater flow and heat transfer model," Renewable Energy, Elsevier, vol. 36(1), pages 315-324.
    2. Pasquier, Philippe & Marcotte, Denis, 2012. "Short-term simulation of ground heat exchanger with an improved TRCM," Renewable Energy, Elsevier, vol. 46(C), pages 92-99.
    3. Kujawa, Tomasz & Nowak, Władysław & Stachel, Aleksander A., 2006. "Utilization of existing deep geological wells for acquisitions of geothermal energy," Energy, Elsevier, vol. 31(5), pages 650-664.
    4. Li, Min & Li, Ping & Chan, Vincent & Lai, Alvin C.K., 2014. "Full-scale temperature response function (G-function) for heat transfer by borehole ground heat exchangers (GHEs) from sub-hour to decades," Applied Energy, Elsevier, vol. 136(C), pages 197-205.
    5. Self, Stuart J. & Reddy, Bale V. & Rosen, Marc A., 2013. "Geothermal heat pump systems: Status review and comparison with other heating options," Applied Energy, Elsevier, vol. 101(C), pages 341-348.
    6. Suter, C. & Jovanovic, Z.R. & Steinfeld, A., 2012. "A 1kWe thermoelectric stack for geothermal power generation – Modeling and geometrical optimization," Applied Energy, Elsevier, vol. 99(C), pages 379-385.
    7. Alimonti, C. & Soldo, E., 2016. "Study of geothermal power generation from a very deep oil well with a wellbore heat exchanger," Renewable Energy, Elsevier, vol. 86(C), pages 292-301.
    8. Hung, T.C. & Wang, S.K. & Kuo, C.H. & Pei, B.S. & Tsai, K.F., 2010. "A study of organic working fluids on system efficiency of an ORC using low-grade energy sources," Energy, Elsevier, vol. 35(3), pages 1403-1411.
    9. Lee, C.K., 2011. "Effects of multiple ground layers on thermal response test analysis and ground-source heat pump simulation," Applied Energy, Elsevier, vol. 88(12), pages 4405-4410.
    10. Yang, H. & Cui, P. & Fang, Z., 2010. "Vertical-borehole ground-coupled heat pumps: A review of models and systems," Applied Energy, Elsevier, vol. 87(1), pages 16-27, January.
    11. Florides, Georgios & Kalogirou, Soteris, 2007. "Ground heat exchangers—A review of systems, models and applications," Renewable Energy, Elsevier, vol. 32(15), pages 2461-2478.
    12. Bao, Junjiang & Zhao, Li, 2013. "A review of working fluid and expander selections for organic Rankine cycle," Renewable and Sustainable Energy Reviews, Elsevier, vol. 24(C), pages 325-342.
    13. Madhawa Hettiarachchi, H.D. & Golubovic, Mihajlo & Worek, William M. & Ikegami, Yasuyuki, 2007. "Optimum design criteria for an Organic Rankine cycle using low-temperature geothermal heat sources," Energy, Elsevier, vol. 32(9), pages 1698-1706.
    14. Li, Gang, 2016. "Organic Rankine cycle performance evaluation and thermoeconomic assessment with various applications part II: Economic assessment aspect," Renewable and Sustainable Energy Reviews, Elsevier, vol. 64(C), pages 490-505.
    15. Buonocore, Elvira & Vanoli, Laura & Carotenuto, Alberto & Ulgiati, Sergio, 2015. "Integrating life cycle assessment and emergy synthesis for the evaluation of a dry steam geothermal power plant in Italy," Energy, Elsevier, vol. 86(C), pages 476-487.
    16. Bayer, Peter & Rybach, Ladislaus & Blum, Philipp & Brauchler, Ralf, 2013. "Review on life cycle environmental effects of geothermal power generation," Renewable and Sustainable Energy Reviews, Elsevier, vol. 26(C), pages 446-463.
    17. Liu, Bo-Tau & Chien, Kuo-Hsiang & Wang, Chi-Chuan, 2004. "Effect of working fluids on organic Rankine cycle for waste heat recovery," Energy, Elsevier, vol. 29(8), pages 1207-1217.
    18. Davis, Adelina P. & Michaelides, Efstathios E., 2009. "Geothermal power production from abandoned oil wells," Energy, Elsevier, vol. 34(7), pages 866-872.
    19. Cheng, Wen-Long & Li, Tong-Tong & Nian, Yong-Le & Wang, Chang-Long, 2013. "Studies on geothermal power generation using abandoned oil wells," Energy, Elsevier, vol. 59(C), pages 248-254.
    20. Templeton, J.D. & Ghoreishi-Madiseh, S.A. & Hassani, F. & Al-Khawaja, M.J., 2014. "Abandoned petroleum wells as sustainable sources of geothermal energy," Energy, Elsevier, vol. 70(C), pages 366-373.
    21. Chen, Huijuan & Goswami, D. Yogi & Stefanakos, Elias K., 2010. "A review of thermodynamic cycles and working fluids for the conversion of low-grade heat," Renewable and Sustainable Energy Reviews, Elsevier, vol. 14(9), pages 3059-3067, December.
    22. 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.
    23. Bourne-Webb, Peter & Burlon, Sebastien & Javed, Saqib & Kürten, Sylvia & Loveridge, Fleur, 2016. "Analysis and design methods for energy geostructures," Renewable and Sustainable Energy Reviews, Elsevier, vol. 65(C), pages 402-419.
    24. Koohi-Fayegh, Seama & Rosen, Marc A., 2012. "Examination of thermal interaction of multiple vertical ground heat exchangers," Applied Energy, Elsevier, vol. 97(C), pages 962-969.
    25. Saleh, Bahaa & Koglbauer, Gerald & Wendland, Martin & Fischer, Johann, 2007. "Working fluids for low-temperature organic Rankine cycles," Energy, Elsevier, vol. 32(7), pages 1210-1221.
    26. Ruiz-Calvo, F. & De Rosa, M. & Acuña, J. & Corberán, J.M. & Montagud, C., 2015. "Experimental validation of a short-term Borehole-to-Ground (B2G) dynamic model," Applied Energy, Elsevier, vol. 140(C), pages 210-223.
    27. Cui, Ping & Li, Xin & Man, Yi & Fang, Zhaohong, 2011. "Heat transfer analysis of pile geothermal heat exchangers with spiral coils," Applied Energy, Elsevier, vol. 88(11), pages 4113-4119.
    28. Bu, Xianbiao & Ma, Weibin & Li, Huashan, 2012. "Geothermal energy production utilizing abandoned oil and gas wells," Renewable Energy, Elsevier, vol. 41(C), pages 80-85.
    29. Javed, Saqib & Spitler, Jeffrey, 2017. "Accuracy of borehole thermal resistance calculation methods for grouted single U-tube ground heat exchangers," Applied Energy, Elsevier, vol. 187(C), pages 790-806.
    30. Li, Min & Lai, Alvin C.K., 2015. "Review of analytical models for heat transfer by vertical ground heat exchangers (GHEs): A perspective of time and space scales," Applied Energy, Elsevier, vol. 151(C), pages 178-191.
    31. Li, Gang, 2016. "Organic Rankine cycle performance evaluation and thermoeconomic assessment with various applications part I: Energy and exergy performance evaluation," Renewable and Sustainable Energy Reviews, Elsevier, vol. 53(C), pages 477-499.
    32. Zanchini, E. & Lazzari, S. & Priarone, A., 2010. "Improving the thermal performance of coaxial borehole heat exchangers," Energy, Elsevier, vol. 35(2), pages 657-666.
    33. Schuster, A. & Karellas, S. & Aumann, R., 2010. "Efficiency optimization potential in supercritical Organic Rankine Cycles," Energy, Elsevier, vol. 35(2), pages 1033-1039.
    34. 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.
    35. Li, Min & Lai, Alvin C.K., 2013. "Analytical model for short-time responses of ground heat exchangers with U-shaped tubes: Model development and validation," Applied Energy, Elsevier, vol. 104(C), pages 510-516.
    36. Barbier, Enrico, 2002. "Geothermal energy technology and current status: an overview," Renewable and Sustainable Energy Reviews, Elsevier, vol. 6(1-2), pages 3-65.
    37. Kanoglu, Mehmet & Bolatturk, Ali, 2008. "Performance and parametric investigation of a binary geothermal power plant by exergy," Renewable Energy, Elsevier, vol. 33(11), pages 2366-2374.
    38. Nian, Yong-Le & Cheng, Wen-Long, 2018. "Evaluation of geothermal heating from abandoned oil wells," Energy, Elsevier, vol. 142(C), pages 592-607.
    39. Mottaghy, Darius & Dijkshoorn, Lydia, 2012. "Implementing an effective finite difference formulation for borehole heat exchangers into a heat and mass transport code," Renewable Energy, Elsevier, vol. 45(C), pages 59-71.
    40. Clarke, Joshua & McLeskey, James T., 2015. "Multi-objective particle swarm optimization of binary geothermal power plants," Applied Energy, Elsevier, vol. 138(C), pages 302-314.
    41. Templeton, J.D. & Hassani, F. & Ghoreishi-Madiseh, S.A., 2016. "Study of effective solar energy storage using a double pipe geothermal heat exchanger," Renewable Energy, Elsevier, vol. 86(C), pages 173-181.
    42. Zarrella, Angelo & De Carli, Michele, 2013. "Heat transfer analysis of short helical borehole heat exchangers," Applied Energy, Elsevier, vol. 102(C), pages 1477-1491.
    43. Mokhtari, Hamid & Hadiannasab, Hasti & Mostafavi, Mostafa & Ahmadibeni, Ali & Shahriari, Behrooz, 2016. "Determination of optimum geothermal Rankine cycle parameters utilizing coaxial heat exchanger," Energy, Elsevier, vol. 102(C), pages 260-275.
    44. Cheng, Wen-Long & Li, Tong-Tong & Nian, Yong-Le & Xie, Kun, 2014. "Evaluation of working fluids for geothermal power generation from abandoned oil wells," Applied Energy, Elsevier, vol. 118(C), pages 238-245.
    45. Cerci, Y., 2003. "Performance evaluation of a single-flash geothermal power plant in Denizli, Turkey," Energy, Elsevier, vol. 28(1), pages 27-35.
    46. Fan, Rui & Jiang, Yiqiang & Yao, Yang & Shiming, Deng & Ma, Zuiliang, 2007. "A study on the performance of a geothermal heat exchanger under coupled heat conduction and groundwater advection," Energy, Elsevier, vol. 32(11), pages 2199-2209.
    47. Quoilin, Sylvain & Broek, Martijn Van Den & Declaye, Sébastien & Dewallef, Pierre & Lemort, Vincent, 2013. "Techno-economic survey of Organic Rankine Cycle (ORC) systems," Renewable and Sustainable Energy Reviews, Elsevier, vol. 22(C), pages 168-186.
    48. De Carli, Michele & Tonon, Massimo & Zarrella, Angelo & Zecchin, Roberto, 2010. "A computational capacity resistance model (CaRM) for vertical ground-coupled heat exchangers," Renewable Energy, Elsevier, vol. 35(7), pages 1537-1550.
    49. Østergaard, Poul Alberg & Lund, Henrik, 2011. "A renewable energy system in Frederikshavn using low-temperature geothermal energy for district heating," Applied Energy, Elsevier, vol. 88(2), pages 479-487, February.
    50. Kujawa, Tomasz & Nowak, Wladyslaw & Stachel, Aleksander A., 2003. "Heat-flow characteristics of one-hole and two-hole systems for winning geothermal heat," Applied Energy, Elsevier, vol. 74(1-2), pages 21-31, January.
    51. Marcotte, D. & Pasquier, P., 2008. "On the estimation of thermal resistance in borehole thermal conductivity test," Renewable Energy, Elsevier, vol. 33(11), pages 2407-2415.
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