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Risk Evaluation of the Project Finance for Overseas Independent Power Projects Using a Fuzzy Multi-Criteria Decision-Making Analysis

퍼지 다기준 의사결정분석을 통한 해외 독립발전사업 사업금융 리스크 분석

  • Received : 2017.04.20
  • Accepted : 2017.05.08
  • Published : 2017.05.28

Abstract

The purpose of this paper is the provision of a decision-making tool for developers to identify the project risks for under-consideration overseas independent power projects (IPPs), and to analyze the priority and importance weights of the risks through the employment of a fuzzy multi-criteria decision-making (MCDM) approach. A fuzzy MCDM is the calculation method for which the imprecision of each respondent's unique opinion is considered. Through the extensive literature surveys that were conducted for this paper, eight major project finance (PF) risks have been derived credit risk, completion risk, market risk, fuel risk, operating risk, financial risk, environmental risk, and force majeure. The empirical results show that the market risk is the most important risk factor in terms of overseas IPPs, thereby confirming that the long-term power purchase agreement (PPA) guarantee of the host country is one of the most important corresponding factors for the PF.

이 논문의 목적은 IPPs에서 발생할 수 있는 리스크 요소를 규정하고 퍼지 다기준 결정 방법론(Fuzzy MCDM)을 활용하여 사업 리스크의 우선순위와 가중치의 중요도를 분석함으로써 IPP 개발자에게 투자 의사결정 도구를 제공하는 것이다. Fuzzy MCDM은 응답자의 고유한 의견을 표현할 때 발생할 수 있는 불확실성을 보다 명시적으로 반영할 수 있는 추정방법이다. 이 논문은 광범위한 문헌 조사를 통해 신용 리스크, 준공 리스크, 시장 리스크, 연료조달 리스크, 운영 리스크, 재무 리스크, 환경 리스크, 그리고 불가항력 등 PF조달과 관련한 8 개의 주요 사업리스크를 도출한다. 실증분석 결과는 시장 리스크가 사업리스크와 관련된 의사결정에서 있어 가장 중요한 리스크임을 보여준다. 이는 IPP에서 장기 전력판매계약이 가장 중요한 리스크 요소임을 보여주고 있으며, 점차 발주국 정부의 장기 전력판매계약에 대한 보증이 없는 자유시장에서 전력을 판매하는 소위 머천트 발전사업에서 시장 리스크를 줄이는 것이 중요함을 암시한다.

Keywords

References

  1. Asia Pacific Energy Research Center, APEC Energy Demand and Supply Outlook-5th ed., APERC, 2013.
  2. M. Hoskote, Independent Power Projects (IPPs) An Overview, The World Bank Group, Energy Note No.2, 1995.
  3. E. Roseman and A. Malbotra, The Dynamics of Independent Power, The World Bank, Note No.83, 1996.
  4. S. K. Lee, Understanding on Project Contracts of IPP, IXD, 2015.
  5. D. H. Meldrum, "Country risk and foreign direct investment," Business economics, pp.1-16, 2000.
  6. G. A. Kiker, T. S. Bridges, A. Varghese, T. P. Seager, and L. Linkov, "Appication of multicriteria decision analysis in environmental decision making," Integrated environmental assessment and management, Vol.1, No.2, pp.95-108, 2005. https://doi.org/10.1897/IEAM_2004a-015.1
  7. Y. T Ma, Z. G. Wang, Z. Yang, and C. R. Lu, "Fuzzy comprehensive method for gas turbine evaluation," Proceedings of the CSEE, Vol.23, No.9, pp.218-220, 2003.
  8. A. I. Olcer and A. Y. Odabasi, "A new fuzzy multiple attributive group decision making methodology and its application to propulsion/maneuvering system selection problem," European Journal of Operational Research, Vol.166, No.1, pp.93-114, 2005. https://doi.org/10.1016/j.ejor.2004.02.010
  9. A. N. Morote and F. R. Vila, "A fuzzy approach to construction project risk assessment," International Journal of Project Management, Vol.29, pp.220-231, 2011. https://doi.org/10.1016/j.ijproman.2010.02.002
  10. A. N. Chowdhury and C. Charoenngam, "Factors influencing finance on IPP projects in Asia: A legal framework to reach the goal," International Journal of Project Management, Vol.27, pp.51-58, 2009. https://doi.org/10.1016/j.ijproman.2008.01.011
  11. J. D. Finnerty, Project Financing, 3rd ed., Wiley, 2013.
  12. F. J. Fabozzi and C. F. Nahlik, Project Financing, Eighth ed., Euromoney Books, 2012.
  13. B. Esty, C. Chavich, and A. Sesia, An Overview of Project Finance and Infrastructure Finance-2014 Update, Harvard Business School 9-214-083, 2014.
  14. V. Bonetti, S. Caselli, and S. Gatti, "Offtaking agreements and how they impact the cost of funding for project finance deals," Review of Financial Economics, Vol.19, pp.60-71, 2010. https://doi.org/10.1016/j.rfe.2009.11.002
  15. S. Kleimeier and R. Versteeg, "Project finance as a driver of economic growth in low-income countries," Review of Financial Economics, Vol.19, pp.49-59, 2010. https://doi.org/10.1016/j.rfe.2010.01.002
  16. S. Gatti, Project Finance in Theory and Practice,2nd ed., Academic Press, 2013.
  17. J. Delmon, Private Sector Investment in Infrastructure, 2nd ed., Kluwer Law International, 2009.
  18. E. R. Yescombe, Principles of Project Finance, Academic Press, 2002.
  19. M. A. Mustafa, and J. F. Al-Bahar, "Project Risk Assessment Using the Analytic Hierarchy Process," IEEE Transactions on Engineering Management, Vol.38, No.1, pp.46-52, 1991. https://doi.org/10.1109/17.65759
  20. C. R. Beidleman, D. Fletcher, and D. Veshosky, "On Allocating Risk: The Essence of Project Finance," David Sloan Management Review, Spring, 1999, pp.47-55, 1999.
  21. D. M. Nikolic, S. Jednak, S. Benkovic, and V. Poznanic, "Project Finance Risk Evaluation of the Electric Power Industry of Serbia," Energy Policy, Vol.39, pp.6168-6177, 2011. https://doi.org/10.1016/j.enpol.2011.07.017
  22. F. Corielli, S. Gatti, and A. Steffanoni, "Risk Shifting through Nonfinancial Contracts: Effects on Loan Spreads and Capital Structure of Project Finance Deals," Journal of Money, Credit and Banking, Vol.42, No.7, pp.1295-1320, 2010. https://doi.org/10.1111/j.1538-4616.2010.00342.x
  23. S. Byoun, J. Kim, and S. S. Yoo, "Risk Management with Leverage: Evidence from Project Finance," Journal of financial and Quantitative Analysis, Vol.48, No.2, pp.549-577. 2013. https://doi.org/10.1017/S0022109013000082
  24. J. H. Lee, "A study on the risks in project finance," Business Law, pp.209-248, 2015.
  25. H. Y. Kang and H. Z. Kim, "A study on the risk in construction project finance," The Journal of Finance and Accounting, Vol.11, No.4, pp.117-144, 2011.
  26. D. Grimsey and M. K. Lewis, "Evaluating the risks of public private partnerships for infrastructure projects," International Journal of Project Management, Vol.20, pp.107-118, 2002. https://doi.org/10.1016/S0263-7863(00)00040-5
  27. J. P. Gupta and A. K. Sravat, "Development and project financing of private power projects in developing countries: a case study of India," International Journal of Project Management, Vol.16, No.2, pp.99-105, 1998. https://doi.org/10.1016/S0263-7863(97)00030-6
  28. M. Dailami and D. Leipziger, "Infrastructure Project Finance and Capital Flows: A New Perspective," World Development, Vol.26, No.7, pp.1283-1298, 1998. https://doi.org/10.1016/S0305-750X(98)00054-0
  29. C. Girardone and S. Snaith, "Project finance loan spreads and disaggregated political risk," Applied Financial Economics, Vol.21, pp.1725-1734, 2011. https://doi.org/10.1080/09603107.2011.577006
  30. B. C. Esty, "Petrozuata: A Case Study of the Effective Use of Project Finance," Journal of Applied Corporate Finance, Vol.12, No.3, pp.26-42, 1999. https://doi.org/10.1111/j.1745-6622.1999.tb00028.x
  31. J. Ruster, Mitigating Commercial Risks in Project Finance, The World Bank, Note No.69, 1996.
  32. G. Kumar, Y. S. Fouzdar, and P. Duggal, "Risk Management in PPP Projects," International Journal of Engineering Technology Science and Research, Vol.3, No.5, pp.305-313, 2016.
  33. R. Sawant, "The economics of large-scale infrastructure FDI: The case of project finance," Journal of International Business Studies, Vol.41, pp.1036-1055.
  34. J. Dunkerley, "Financing the energy sector in developing countries," Energy Policy, Vol.33, No.11, pp.929-939, 1995.
  35. I. D. Ozdoganm and M. T. Birgonul, "A decisin support framework for project sponsors in the planning stage of build-operate-transfer (BOT) projects," Construction Management and Economics, Vol.18, pp.343-353, 2000. https://doi.org/10.1080/014461900370708
  36. L. A. Zadeh, "Fuzzy sets," Information and Control, Vol.8, pp.338-353, 1965. https://doi.org/10.1016/S0019-9958(65)90241-X
  37. B. Al-Najjar and I. Alsyouf, "Selecting the most efficient maintenance approach using multiple criteria decision making," International Journal of Production Economics, Vol.84, pp.85-100, 2003. https://doi.org/10.1016/S0925-5273(02)00380-8
  38. M. A. Matos, "Fuzzy filtering method applied to power distribution planning," Fuzzy Sets and Systems, Vol.102, No.1, pp.53-58, 1999. https://doi.org/10.1016/S0165-0114(98)00202-4
  39. S. Medina and J. Moreno, "Risk evaluation in Colombian electricity market using fuzzy logic," Energy Economics, Vol.29, pp.999-1009, 2007. https://doi.org/10.1016/j.eneco.2006.02.008
  40. L. T. Tran, C. G. Knight, R. V. O'Neill, E. R. Smith, K. H. Riitters, and J. Wickham, "Environmental assessment," Environmental Management, Vol.29, No.6, pp.845-859, 2002. https://doi.org/10.1007/s00267-001-2587-1
  41. G. C. Van Kooten, E Krcmar, and E. H. Bulte, "Preference uncertainty in non-market valuation: A fuzzy approach," American Journal of Agricultural Economics, Vol.83, No.3, pp.487-500, 2001. https://doi.org/10.1111/0002-9092.00172
  42. Y. Y. Jing, H. Bai, and J. J. Wang, "A fuzzy multi-criteria decision-making model for CCHP systems driven by different energy sources," Energy Policy, Vol.42, pp.286-296, 2012. https://doi.org/10.1016/j.enpol.2011.11.085
  43. J. J. Wang, Y. Y. Jing, C. F. Zhang, G. H. Shi, and X. T. Zhang, "A fuzzy multi-criteria decision-making model for trigeneration system," Energy Policy, Vol.36, pp.3823-3832, 2008. https://doi.org/10.1016/j.enpol.2008.07.002
  44. H. C. Ju and S. H. Yoo, "Using the fuzzy set theory to developing an environmental impact assessment index for a thermal power plant," Quality & Quantity, Vol.48, pp.673-680, 2014. https://doi.org/10.1007/s11135-012-9794-0
  45. S. Ebrahimnejad, S. M. Mousavi, and H. Seyrafianpour, "Risk identification and assessment for build-operate-transfer projects: A fuzzy multi attribute decision making model," Expert Systems with Applications, Vol.37, pp.575-586, 2010. https://doi.org/10.1016/j.eswa.2009.05.037
  46. S. H. Tsaur, T. Y. Chang, and C. H. Yen, "The evaluation of airline service quality by fuzzy MCDM," Tourism Management, Vol.23, pp.107-115, 2002. https://doi.org/10.1016/S0261-5177(01)00050-4
  47. E. E. Karsak and E. Tolga, "Fuzzy multi-criteria decision-making procedure for evaluating advanced manufacturing system investments," International Journal of Production Economics, Vol.69, pp.49-64, 2001. https://doi.org/10.1016/S0925-5273(00)00081-5
  48. I. Dikmen, M. Birgonul, and S. Han, "Using fuzzy risk assessment to rate cost overrun risk in international construction projects," International Journal of Project Management, Vol.25, pp.494-505, 2007. https://doi.org/10.1016/j.ijproman.2006.12.002
  49. C. K. Lee, H. C. Ju, and S. J. Kang, "The Impact of Industrial Reform on the Efficiency of the Korean Electricity Sector," Productivity Review, Vol.27, No.1, pp.63-93, 2013.
  50. L. V. Vanegas and A. W. Labib, "A fuzzy quality function deployment (FQFD) model for deriving optimum targets," International Journal of Production Research, Vol.39, No.1, pp.99-120, 2001. https://doi.org/10.1080/00207540010005079
  51. P. L. Chang and Y. C. Chen, "A fuzzy multi-criteria decision making method for technology transfer strategy selection in biotechnology," Fuzzy Sets and Systems, Vol.63, pp.131-139, 1994. https://doi.org/10.1016/0165-0114(94)90344-1
  52. H. S. Moon and J. D. Lee, "A fuzzy set theory approach to national composite S&T indices," Scientometrics, Vol.64, No.2, pp.67-83, 2005. https://doi.org/10.1007/s11192-005-0238-7
  53. S. H. Ghyym, "A semi-linguistic fuzzy approach to multi-actor decision-making: application to aggregation of experts' judgments," Annals of Nuclear Energy, Vol.26, pp.1097-1112, 1999. https://doi.org/10.1016/S0306-4549(98)00113-3
  54. S. H. Chen, "Ranking fuzzy numbers with maximizing set and minimizing set," Fuzzy Sets and Systems, Vol.17, pp.113-129, 1985. https://doi.org/10.1016/0165-0114(85)90050-8
  55. K. Kim and K. S. Park, "Ranking fuzzy numbers with index of optimism," Fuzzy Sets and Systems, Vol.35, pp.143-150, 1990. https://doi.org/10.1016/0165-0114(90)90189-D
  56. T. S. Liou and M. J. J. Wang, "Ranking fuzzy numbers with integral value," Fuzzy Sets and Systems," Vol.50, pp.247-255, 1992. https://doi.org/10.1016/0165-0114(92)90223-Q
  57. N. Lee, Environmental Impact Assessment: A Training Guide, Occasional Paper 18, Department of Town and Country Planning, University of Manchester, 1987.