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Shale gas investment decision-making: Green and efficient development under market, technology and environment uncertainties

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  • Liu, Haomin
  • Zhang, Zaixu
  • Zhang, Tao

Abstract

The investment in shale gas green and efficient development in China faces many uncertain factors that affect the investment decision-making of enterprises, which contributes to China's low-carbon energy transformation and national energy security. Based on the characteristics of China's shale gas resource development and considering the uncertainties in the aspects of market, technology and environment, this paper proposes a real option model to evaluate investment decision-making of China’s shale gas development and uses the Least Square Monte Carlo simulation to solve the investment values and optimal investment timings of shale gas low, moderate, high and ultrahigh productivities under four combination scenarios of financial subsidy and/or carbon emission trading. The results show that the current investment environment in China is not suitable for immediate investment in shale gas development projects. Investors can invest immediately when the initial average daily production reaches at least 30 × 104 m3. And financial subsidy and carbon emission trading help advance the optimal investment timings. According to a sensitivity analysis, appropriate increases in financial subsidy, shale gas price, absolute value of the drift rate of drilling and completion cost and environmental external benefit coefficient are found to improve the investment value and advance the optimal investment timing, while drilling and completion cost and production decline rate have the opposite effect. Therefore, to stimulate the investment, the government and enterprises should adopt some measures such as addressing key problems on technology and equipment, flexibly adjusting subsidy policies and driving forward the carbon emission trading market.

Suggested Citation

  • Liu, Haomin & Zhang, Zaixu & Zhang, Tao, 2022. "Shale gas investment decision-making: Green and efficient development under market, technology and environment uncertainties," Applied Energy, Elsevier, vol. 306(PA).
    • Handle: RePEc:eee:appene:v:306:y:2022:i:pa:s0306261921013040
    DOI: 10.1016/j.apenergy.2021.118002
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    as
    1. Reuter, Wolf Heinrich & Szolgayová, Jana & Fuss, Sabine & Obersteiner, Michael, 2012. "Renewable energy investment: Policy and market impacts," Applied Energy, Elsevier, vol. 97(C), pages 249-254.
    2. Insley, Margaret, 2002. "A Real Options Approach to the Valuation of a Forestry Investment," Journal of Environmental Economics and Management, Elsevier, vol. 44(3), pages 471-492, November.
    3. Tang, Bao-Jun & Zhou, Hui-Ling & Chen, Hao & Wang, Kai & Cao, Hong, 2017. "Investment opportunity in China's overseas oil project: An empirical analysis based on real option approach," Energy Policy, Elsevier, vol. 105(C), pages 17-26.
    4. Das Gupta, Supratim, 2021. "Using real options to value capacity additions and investment expenditures in renewable energies in India," Energy Policy, Elsevier, vol. 148(PA).
    5. Cooper, Jasmin & Stamford, Laurence & Azapagic, Adisa, 2018. "Economic viability of UK shale gas and potential impacts on the energy market up to 2030," Applied Energy, Elsevier, vol. 215(C), pages 577-590.
    6. Guoming Lai & Mulan X. Wang & Sunder Kekre & Alan Scheller-Wolf & Nicola Secomandi, 2011. "Valuation of Storage at a Liquefied Natural Gas Terminal," Operations Research, INFORMS, vol. 59(3), pages 602-616, June.
    7. Gazheli, Ardjan & van den Bergh, Jeroen, 2018. "Real options analysis of investment in solar vs. wind energy: Diversification strategies under uncertain prices and costs," Renewable and Sustainable Energy Reviews, Elsevier, vol. 82(P3), pages 2693-2704.
    8. Liu, Jianye & Li, Zuxin & Luo, Dongkun & Duan, Xuqiang & Liu, Ruolei, 2020. "Shale gas production in China: A regional analysis of subsidies and suggestions for policy," Utilities Policy, Elsevier, vol. 67(C).
    9. Yu, Shiwei & Li, Zhenxi & Wei, Yi-Ming & Liu, Lancui, 2019. "A real option model for geothermal heating investment decision making: Considering carbon trading and resource taxes," Energy, Elsevier, vol. 189(C).
    10. Zhang, M.M. & Zhou, P. & Zhou, D.Q., 2016. "A real options model for renewable energy investment with application to solar photovoltaic power generation in China," Energy Economics, Elsevier, vol. 59(C), pages 213-226.
    11. Avinash K. Dixit & Robert S. Pindyck, 1994. "Investment under Uncertainty," Economics Books, Princeton University Press, edition 1, number 5474.
    12. Kumbaroglu, Gürkan & Madlener, Reinhard & Demirel, Mustafa, 2008. "A real options evaluation model for the diffusion prospects of new renewable power generation technologies," Energy Economics, Elsevier, vol. 30(4), pages 1882-1908, July.
    13. Siddiqui, Afzal S. & Marnay, Chris & Wiser, Ryan H., 2007. "Real options valuation of US federal renewable energy research, development, demonstration, and deployment," Energy Policy, Elsevier, vol. 35(1), pages 265-279, January.
    14. Fan, Ying & Zhu, Lei, 2010. "A real options based model and its application to China's overseas oil investment decisions," Energy Economics, Elsevier, vol. 32(3), pages 627-637, May.
    15. Longstaff, Francis A & Schwartz, Eduardo S, 2001. "Valuing American Options by Simulation: A Simple Least-Squares Approach," University of California at Los Angeles, Anderson Graduate School of Management qt43n1k4jb, Anderson Graduate School of Management, UCLA.
    16. Longstaff, Francis A & Schwartz, Eduardo S, 2001. "Valuing American Options by Simulation: A Simple Least-Squares Approach," Review of Financial Studies, Society for Financial Studies, vol. 14(1), pages 113-147.
    17. Fleten, S.-E. & Maribu, K.M. & Wangensteen, I., 2007. "Optimal investment strategies in decentralized renewable power generation under uncertainty," Energy, Elsevier, vol. 32(5), pages 803-815.
    18. Pringles, Rolando & Olsina, Fernando & Garcés, Francisco, 2015. "Real option valuation of power transmission investments by stochastic simulation," Energy Economics, Elsevier, vol. 47(C), pages 215-226.
    19. Guedes, José & Santos, Pedro, 2016. "Valuing an offshore oil exploration and production project through real options analysis," Energy Economics, Elsevier, vol. 60(C), pages 377-386.
    20. Bai, Yang & Meng, Jie & Meng, Fanyi & Fang, Guochang, 2020. "Stochastic analysis of a shale gas investment strategy for coping with production uncertainties," Energy Policy, Elsevier, vol. 144(C).
    21. Yuan, Jiehui & Luo, Dongkun & Xia, Liangyu & Feng, Lianyong, 2015. "Policy recommendations to promote shale gas development in China based on a technical and economic evaluation," Energy Policy, Elsevier, vol. 85(C), pages 194-206.
    22. Odetayo, Babatunde & MacCormack, John & Rosehart, W.D. & Zareipour, Hamidreza, 2018. "A real option assessment of flexibilities in the integrated planning of natural gas distribution network and distributed natural gas-fired power generations," Energy, Elsevier, vol. 143(C), pages 257-272.
    23. Myers, Stewart C., 1977. "Determinants of corporate borrowing," Journal of Financial Economics, Elsevier, vol. 5(2), pages 147-175, November.
    24. Chen, Siyuan & Zhang, Qi & Wang, Ge & Zhu, Lijing & Li, Yan, 2018. "Investment strategy for underground gas storage facilities based on real option model considering gas market reform in China," Energy Economics, Elsevier, vol. 70(C), pages 132-142.
    25. Black, Fischer & Scholes, Myron S, 1973. "The Pricing of Options and Corporate Liabilities," Journal of Political Economy, University of Chicago Press, vol. 81(3), pages 637-654, May-June.
    26. Lee, Shun-Chung & Shih, Li-Hsing, 2010. "Renewable energy policy evaluation using real option model -- The case of Taiwan," Energy Economics, Elsevier, vol. 32(Supplemen), pages 67-78, September.
    27. Yuan, Jiehui & Luo, Dongkun & Feng, Lianyong, 2015. "A review of the technical and economic evaluation techniques for shale gas development," Applied Energy, Elsevier, vol. 148(C), pages 49-65.
    28. Boomsma, Trine Krogh & Meade, Nigel & Fleten, Stein-Erik, 2012. "Renewable energy investments under different support schemes: A real options approach," European Journal of Operational Research, Elsevier, vol. 220(1), pages 225-237.
    29. Larry W. Lake & John Martin & J. Douglas Ramsey & Sheridan Titman, 2013. "A Primer on the Economics of Shale Gas Production Just How Cheap is Shale Gas?," Journal of Applied Corporate Finance, Morgan Stanley, vol. 25(4), pages 87-96, December.
    30. Cox, John C. & Ross, Stephen A. & Rubinstein, Mark, 1979. "Option pricing: A simplified approach," Journal of Financial Economics, Elsevier, vol. 7(3), pages 229-263, September.
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