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http://dx.doi.org/10.5392/JKCA.2017.17.05.574

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

Hur, Kyong-Goo (서울종합과학대학원)
Kim, Joo-Nam (서울종합과학대학원)
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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.
Keywords
Risk Evaluation; Project Risks; Overseas Independent Power Projects; Fuzzy; Project Financing;
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  • Reference
1 F. J. Fabozzi and C. F. Nahlik, Project Financing, Eighth ed., Euromoney Books, 2012.
2 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.   DOI
3 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.   DOI
4 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.
5 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.   DOI
6 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.   DOI
7 M. A. Matos, "Fuzzy filtering method applied to power distribution planning," Fuzzy Sets and Systems, Vol.102, No.1, pp.53-58, 1999.   DOI
8 S. Medina and J. Moreno, "Risk evaluation in Colombian electricity market using fuzzy logic," Energy Economics, Vol.29, pp.999-1009, 2007.   DOI
9 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.   DOI
10 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.   DOI
11 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.   DOI
12 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.   DOI
13 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.   DOI
14 L. A. Zadeh, "Fuzzy sets," Information and Control, Vol.8, pp.338-353, 1965.   DOI
15 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.   DOI
16 S. H. Chen, "Ranking fuzzy numbers with maximizing set and minimizing set," Fuzzy Sets and Systems, Vol.17, pp.113-129, 1985.   DOI
17 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.   DOI
18 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.   DOI
19 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.   DOI
20 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.   DOI
21 K. Kim and K. S. Park, "Ranking fuzzy numbers with index of optimism," Fuzzy Sets and Systems, Vol.35, pp.143-150, 1990.   DOI
22 T. S. Liou and M. J. J. Wang, "Ranking fuzzy numbers with integral value," Fuzzy Sets and Systems," Vol.50, pp.247-255, 1992.   DOI
23 N. Lee, Environmental Impact Assessment: A Training Guide, Occasional Paper 18, Department of Town and Country Planning, University of Manchester, 1987.
24 D. H. Meldrum, "Country risk and foreign direct investment," Business economics, pp.1-16, 2000.
25 M. Hoskote, Independent Power Projects (IPPs) An Overview, The World Bank Group, Energy Note No.2, 1995.
26 E. Roseman and A. Malbotra, The Dynamics of Independent Power, The World Bank, Note No.83, 1996.
27 S. K. Lee, Understanding on Project Contracts of IPP, IXD, 2015.
28 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.   DOI
29 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.
30 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.   DOI
31 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.   DOI
32 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.   DOI
33 J. D. Finnerty, Project Financing, 3rd ed., Wiley, 2013.
34 Asia Pacific Energy Research Center, APEC Energy Demand and Supply Outlook-5th ed., APERC, 2013.
35 M. Dailami and D. Leipziger, "Infrastructure Project Finance and Capital Flows: A New Perspective," World Development, Vol.26, No.7, pp.1283-1298, 1998.   DOI
36 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.
37 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.   DOI
38 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.   DOI
39 C. Girardone and S. Snaith, "Project finance loan spreads and disaggregated political risk," Applied Financial Economics, Vol.21, pp.1725-1734, 2011.   DOI
40 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.   DOI
41 J. Ruster, Mitigating Commercial Risks in Project Finance, The World Bank, Note No.69, 1996.
42 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.
43 R. Sawant, "The economics of large-scale infrastructure FDI: The case of project finance," Journal of International Business Studies, Vol.41, pp.1036-1055.
44 S. Gatti, Project Finance in Theory and Practice,2nd ed., Academic Press, 2013.
45 J. Dunkerley, "Financing the energy sector in developing countries," Energy Policy, Vol.33, No.11, pp.929-939, 1995.
46 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.   DOI
47 B. Esty, C. Chavich, and A. Sesia, An Overview of Project Finance and Infrastructure Finance-2014 Update, Harvard Business School 9-214-083, 2014.
48 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.   DOI
49 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.   DOI
50 J. Delmon, Private Sector Investment in Infrastructure, 2nd ed., Kluwer Law International, 2009.
51 E. R. Yescombe, Principles of Project Finance, Academic Press, 2002.
52 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.   DOI
53 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.
54 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.   DOI
55 J. H. Lee, "A study on the risks in project finance," Business Law, pp.209-248, 2015.
56 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.   DOI
57 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.   DOI