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Energy planning and modern portfolio theory: A review

Author

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  • deLlano-Paz, Fernando
  • Calvo-Silvosa, Anxo
  • Antelo, Susana Iglesias
  • Soares, Isabel

Abstract

Modern portfolio theory (MPT) stands as a widely accepted methodology to meet the challenges associated with the definition of energy planning for a particular territory or region. Energy planning is thus framed as an investment selection problem. MPT is characterized by having a wider capacity and conceptual richness than the other previously used methodologies, such as the individual least cost alternative. The portfolio approach is based on solving for an objective function that seeks to minimize either the cost or the risk of the portfolio, subject to different constraints, considering that real electricity generation assets can be defined in terms of cost or return and economic risk for each alternative technology. The relevant portfolios are the result of solving the optimization model, to determine the efficient cost-risk frontier. The work presented here consists of an exhaustive review of the literature in relation to the application of MPT methodology to the field of energy planning and electricity production. A new classification is proposed from a financial perspective of the selection of investments from the preceding studies. It delves deeper into the explanation of the limits to the methodology and into the concept of risk, which is key from both a financial and an energy perspective. The main methodological contributions found in the literature are examined that are aimed at improving the capacity of the model and adjusting it to the reality of the electricity market, Finally, conclusions are provided from the works analyzed in terms of renewable technologies and the policy implications derived from them. In most studies, a preference has been shown for the inclusion of renewable technologies in the efficient portfolios. However, in order to implement the decision to increase the share of renewable technologies, greater flexibility in the interconnection capacity between states and in storage capacity is needed.

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  • deLlano-Paz, Fernando & Calvo-Silvosa, Anxo & Antelo, Susana Iglesias & Soares, Isabel, 2017. "Energy planning and modern portfolio theory: A review," Renewable and Sustainable Energy Reviews, Elsevier, vol. 77(C), pages 636-651.
  • Handle: RePEc:eee:rensus:v:77:y:2017:i:c:p:636-651
    DOI: 10.1016/j.rser.2017.04.045
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    as
    1. Marrero, Gustavo A. & Ramos-Real, Francisco Javier, 2010. "Electricity generation cost in isolated system: The complementarities of natural gas and renewables in the Canary Islands," Renewable and Sustainable Energy Reviews, Elsevier, vol. 14(9), pages 2808-2818, December.
    2. de-Llano Paz, Fernando & Antelo, Susana Iglesias & Calvo Silvosa, Anxo & Soares, Isabel, 2014. "The technological and environmental efficiency of the EU-27 power mix: An evaluation based on MPT," Energy, Elsevier, vol. 69(C), pages 67-81.
    3. Westner, Günther & Madlener, Reinhard, 2010. "The benefit of regional diversification of cogeneration investments in Europe: A mean-variance portfolio analysis," Energy Policy, Elsevier, vol. 38(12), pages 7911-7920, December.
    4. Guerrero-Lemus, Ricardo & Marrero, Gustavo A. & Puch, Luis A., 2012. "Costs for conventional and renewable fuels and electricity in the worldwide transport sector: A mean–variance portfolio approach," Energy, Elsevier, vol. 44(1), pages 178-188.
    5. Huisman, Ronald & Mahieu, Ronald & Schlichter, Felix, 2009. "Electricity portfolio management: Optimal peak/off-peak allocations," Energy Economics, Elsevier, vol. 31(1), pages 169-174, January.
    6. Awerbuch, Shimon & Yang, Spencer, 2007. "Efficient electricity generating portfolios for Europe: maximising energy security and climate change mitigation," EIB Papers 7/2007, European Investment Bank, Economics Department.
    7. Gökgöz, Fazıl & Atmaca, Mete Emin, 2017. "Portfolio optimization under lower partial moments in emerging electricity markets: Evidence from Turkey," Renewable and Sustainable Energy Reviews, Elsevier, vol. 67(C), pages 437-449.
    8. Neoklis Rodoulis, 2010. "Evaluation of Cyprus’ Electricity Generation Planning Using Mean-Variance Portfolio Theory," Cyprus Economic Policy Review, University of Cyprus, Economics Research Centre, vol. 4(2), pages 25-42, December.
    9. Johansson, Bengt, 2013. "Security aspects of future renewable energy systems–A short overview," Energy, Elsevier, vol. 61(C), pages 598-605.
    10. Andy Stirling, 2007. "A General Framework for Analysing Diversity in Science, Technology and Society," SPRU Working Paper Series 156, SPRU - Science Policy Research Unit, University of Sussex Business School.
    11. Karsten Neuhoff, 2005. "Large-Scale Deployment of Renewables for Electricity Generation," Oxford Review of Economic Policy, Oxford University Press and Oxford Review of Economic Policy Limited, vol. 21(1), pages 88-110, Spring.
    12. Kruyt, Bert & van Vuuren, D.P. & de Vries, H.J.M. & Groenenberg, H., 2009. "Indicators for energy security," Energy Policy, Elsevier, vol. 37(6), pages 2166-2181, June.
    13. Roques, Fabien & Hiroux, Céline & Saguan, Marcelo, 2010. "Optimal wind power deployment in Europe--A portfolio approach," Energy Policy, Elsevier, vol. 38(7), pages 3245-3256, July.
    14. De Jonghe, Cedric & Delarue, Erik & Belmans, Ronnie & D'haeseleer, William, 2011. "Determining optimal electricity technology mix with high level of wind power penetration," Applied Energy, Elsevier, vol. 88(6), pages 2231-2238, June.
    15. Omer, Abdeen Mustafa, 2008. "Energy, environment and sustainable development," Renewable and Sustainable Energy Reviews, Elsevier, vol. 12(9), pages 2265-2300, December.
    16. Dincer, Ibrahim, 2000. "Renewable energy and sustainable development: a crucial review," Renewable and Sustainable Energy Reviews, Elsevier, vol. 4(2), pages 157-175, June.
    17. del Río, Pablo & Mir-Artigues, Pere, 2014. "Combinations of support instruments for renewable electricity in Europe: A review," Renewable and Sustainable Energy Reviews, Elsevier, vol. 40(C), pages 287-295.
    18. Bhattacharya, Anindya & Kojima, Satoshi, 2012. "Power sector investment risk and renewable energy: A Japanese case study using portfolio risk optimization method," Energy Policy, Elsevier, vol. 40(C), pages 69-80.
    19. Muñoz, José Ignacio & Sánchez de la Nieta, Agustín A. & Contreras, Javier & Bernal-Agustín, José L., 2009. "Optimal investment portfolio in renewable energy: The Spanish case," Energy Policy, Elsevier, vol. 37(12), pages 5273-5284, December.
    20. Chuang, Ming Chih & Ma, Hwong Wen, 2013. "Energy security and improvements in the function of diversity indices—Taiwan energy supply structure case study," Renewable and Sustainable Energy Reviews, Elsevier, vol. 24(C), pages 9-20.
    21. Chalvatzis, Konstantinos J. & Hooper, Elizabeth, 2009. "Energy security vs. climate change: Theoretical framework development and experience in selected EU electricity markets," Renewable and Sustainable Energy Reviews, Elsevier, vol. 13(9), pages 2703-2709, December.
    22. Harry Markowitz, 1952. "Portfolio Selection," Journal of Finance, American Finance Association, vol. 7(1), pages 77-91, March.
    23. H. Brett Humphreys & Katherine T. McClain, 1998. "Reducing the Impacts of Energy Price Volatility Through Dynamic Portfolio Selection," The Energy Journal, International Association for Energy Economics, vol. 0(Number 3), pages 107-131.
    24. Marrero, Gustavo A. & Puch, Luis A. & Ramos-Real, Francisco J., 2015. "Mean-variance portfolio methods for energy policy risk management," International Review of Economics & Finance, Elsevier, vol. 40(C), pages 246-264.
    25. Vithayasrichareon, Peerapat & MacGill, Iain F., 2012. "A Monte Carlo based decision-support tool for assessing generation portfolios in future carbon constrained electricity industries," Energy Policy, Elsevier, vol. 41(C), pages 374-392.
    26. Jäger-Waldau, Arnulf & Szabó, Márta & Scarlat, Nicolae & Monforti-Ferrario, Fabio, 2011. "Renewable electricity in Europe," Renewable and Sustainable Energy Reviews, Elsevier, vol. 15(8), pages 3703-3716.
    27. Menegaki, Angeliki, 2008. "Valuation for renewable energy: A comparative review," Renewable and Sustainable Energy Reviews, Elsevier, vol. 12(9), pages 2422-2437, December.
    28. Stirling, Andrew, 1994. "Diversity and ignorance in electricity supply investment : Addressing the solution rather than the problem," Energy Policy, Elsevier, vol. 22(3), pages 195-216, March.
    29. Huang, Yun-Hsun & Wu, Jung-Hua, 2008. "A portfolio risk analysis on electricity supply planning," Energy Policy, Elsevier, vol. 36(2), pages 627-641, February.
    30. Bar-Lev, Dan & Katz, Steven, 1976. "A Portfolio Approach to Fossil Fuel Procurement in the Electric Utility Industry," Journal of Finance, American Finance Association, vol. 31(3), pages 933-947, June.
    31. William F. Sharpe, 1963. "A Simplified Model for Portfolio Analysis," Management Science, INFORMS, vol. 9(2), pages 277-293, January.
    32. C-K Woo & I Horowitz & B Horii & R I Karimov, 2004. "The efficient frontier for spot and forward purchases: an application to electricity," Journal of the Operational Research Society, Palgrave Macmillan;The OR Society, vol. 55(11), pages 1130-1136, November.
    33. Lynch, Muireann Á. & Shortt, Aonghus & Tol, Richard S.J. & O'Malley, Mark J., 2013. "Risk–return incentives in liberalised electricity markets," Energy Economics, Elsevier, vol. 40(C), pages 598-608.
    34. Valentine, Scott Victor, 2011. "Emerging symbiosis: Renewable energy and energy security," Renewable and Sustainable Energy Reviews, Elsevier, vol. 15(9), pages 4572-4578.
    35. Safarzynska, Karolina & van den Bergh, Jeroen C.J.M., 2011. "Industry evolution, rational agents and the transition to sustainable electricity production," Energy Policy, Elsevier, vol. 39(10), pages 6440-6452, October.
    36. Gao, Cuixia & Sun, Mei & Shen, Bo & Li, Ranran & Tian, Lixin, 2014. "Optimization of China's energy structure based on portfolio theory," Energy, Elsevier, vol. 77(C), pages 890-897.
    37. Vithayasrichareon, Peerapat & MacGill, Iain F., 2012. "Portfolio assessments for future generation investment in newly industrializing countries – A case study of Thailand," Energy, Elsevier, vol. 44(1), pages 1044-1058.
    38. deLlano-Paz, Fernando & Martínez Fernandez, Paulino & Soares, Isabel, 2016. "Addressing 2030 EU policy framework for energy and climate: Cost, risk and energy security issues," Energy, Elsevier, vol. 115(P2), pages 1347-1360.
    39. Allan, Grant & Eromenko, Igor & McGregor, Peter & Swales, Kim, 2011. "The regional electricity generation mix in Scotland: A portfolio selection approach incorporating marine technologies," Energy Policy, Elsevier, vol. 39(1), pages 6-22, January.
    40. Delarue, Erik & De Jonghe, Cedric & Belmans, Ronnie & D'haeseleer, William, 2011. "Applying portfolio theory to the electricity sector: Energy versus power," Energy Economics, Elsevier, vol. 33(1), pages 12-23, January.
    41. Panwar, N.L. & Kaushik, S.C. & Kothari, Surendra, 2011. "Role of renewable energy sources in environmental protection: A review," Renewable and Sustainable Energy Reviews, Elsevier, vol. 15(3), pages 1513-1524, April.
    42. Arnesano, M. & Carlucci, A.P. & Laforgia, D., 2012. "Extension of portfolio theory application to energy planning problem – The Italian case," Energy, Elsevier, vol. 39(1), pages 112-124.
    43. Zhu, Lei & Fan, Ying, 2010. "Optimization of China's generating portfolio and policy implications based on portfolio theory," Energy, Elsevier, vol. 35(3), pages 1391-1402.
    44. Drake, Ben & Hubacek, Klaus, 2007. "What to expect from a greater geographic dispersion of wind farms?--A risk portfolio approach," Energy Policy, Elsevier, vol. 35(8), pages 3999-4008, August.
    45. Jano-Ito, Marco A. & Crawford-Brown, Douglas, 2017. "Investment decisions considering economic, environmental and social factors: An actors' perspective for the electricity sector of Mexico," Energy, Elsevier, vol. 121(C), pages 92-106.
    46. Hernández-Escobedo, Q. & Manzano-Agugliaro, F. & Zapata-Sierra, A., 2010. "The wind power of Mexico," Renewable and Sustainable Energy Reviews, Elsevier, vol. 14(9), pages 2830-2840, December.
    47. Rombauts, Yannick & Delarue, Erik & D’haeseleer, William, 2011. "Optimal portfolio-theory-based allocation of wind power: Taking into account cross-border transmission-capacity constraints," Renewable Energy, Elsevier, vol. 36(9), pages 2374-2387.
    48. Lucheroni, Carlo & Mari, Carlo, 2017. "CO2 volatility impact on energy portfolio choice: A fully stochastic LCOE theory analysis," Applied Energy, Elsevier, vol. 190(C), pages 278-290.
    49. Katarzyna Janczura, 2010. "Price Volatility and the Efficient Energy Portfolio for the United States," Atlantic Economic Journal, Springer;International Atlantic Economic Society, vol. 38(2), pages 239-239, June.
    50. Hickey, Emily A. & Lon Carlson, J. & Loomis, David, 2010. "Issues in the determination of the optimal portfolio of electricity supply options," Energy Policy, Elsevier, vol. 38(5), pages 2198-2207, May.
    51. deLlano-Paz, Fernando & Calvo-Silvosa, Anxo & Iglesias Antelo, Susana & Soares, Isabel, 2015. "The European low-carbon mix for 2030: The role of renewable energy sources in an environmentally and socially efficient approach," Renewable and Sustainable Energy Reviews, Elsevier, vol. 48(C), pages 49-61.
    52. Boris Krey & Peter Zweifel, 2006. "Efficient Electricity Portfolios for Switzerland and the United States," SOI - Working Papers 0602, Socioeconomic Institute - University of Zurich.
    53. Eyre, Nick, 1997. "External costs : What do they mean for energy policy?," Energy Policy, Elsevier, vol. 25(1), pages 85-95, January.
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