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Building resilient renewable power generation portfolios: The impact of diversification on investors’ risk and return

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  • Sinsel, Simon R.
  • Yan, Xuqian
  • Stephan, Annegret

Abstract

Over the coming years, variable renewables such as wind and photovoltaics will become increasingly exposed to market risks due to the gradual reduction in policy support. Building diversified portfolios of variable renewables and complementary technologies such as storage (i.e. technological diversification), and in different regions (i.e. geographical diversification) seem to be promising options to mitigate these risks. The extant literature, however, does not provide a comprehensive comparison of these two diversification strategies. Using actual production data from eight wind and photovoltaics plants across Germany from 2015 until 2017 and a storage unit for arbitrage operations, we build a quantitative model to evaluate the impact of these strategies on investors’ risk and return. In our analysis, we compare the results of two scenarios: the first with actual prices and the second which assumes prices reflecting higher shares of variable renewables in the power system. In doing so, our study provides the following important insights for investors: (1) technological diversification largely yields lower risk levels than geographical diversification, (2) maximizing the capacity factor of wind and photovoltaics is an effective way to mitigate risk, and (3) while technological diversification with another variable renewable technology is more effective under current conditions, storage gains importance for mitigating risk in times of high shares of variable renewables.

Suggested Citation

  • Sinsel, Simon R. & Yan, Xuqian & Stephan, Annegret, 2019. "Building resilient renewable power generation portfolios: The impact of diversification on investors’ risk and return," Applied Energy, Elsevier, vol. 254(C).
  • Handle: RePEc:eee:appene:v:254:y:2019:i:c:s0306261919310220
    DOI: 10.1016/j.apenergy.2019.113348
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    as
    1. Cyril Martin de Lagarde & Frédéric Lantz, 2018. "How renewable production depresses electricity prices: Evidence from the German market," Post-Print hal-01985024, HAL.
    2. Roques, Fabien A. & Newbery, David M. & Nuttall, William J., 2008. "Fuel mix diversification incentives in liberalized electricity markets: A Mean-Variance Portfolio theory approach," Energy Economics, Elsevier, vol. 30(4), pages 1831-1849, July.
    3. 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.
    4. Fuss, Sabine & Szolgayová, Jana & Khabarov, Nikolay & Obersteiner, Michael, 2012. "Renewables and climate change mitigation: Irreversible energy investment under uncertainty and portfolio effects," Energy Policy, Elsevier, vol. 40(C), pages 59-68.
    5. 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.
    6. Harry Markowitz, 1952. "Portfolio Selection," Journal of Finance, American Finance Association, vol. 7(1), pages 77-91, March.
    7. Zipp, Alexander, 2017. "The marketability of variable renewable energy in liberalized electricity markets – An empirical analysis," Renewable Energy, Elsevier, vol. 113(C), pages 1111-1121.
    8. Hoppmann, Joern & Volland, Jonas & Schmidt, Tobias S. & Hoffmann, Volker H., 2014. "The economic viability of battery storage for residential solar photovoltaic systems – A review and a simulation model," Renewable and Sustainable Energy Reviews, Elsevier, vol. 39(C), pages 1101-1118.
    9. Schopfer, S. & Tiefenbeck, V. & Staake, T., 2018. "Economic assessment of photovoltaic battery systems based on household load profiles," Applied Energy, Elsevier, vol. 223(C), pages 229-248.
    10. 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.
    11. Martin de Lagarde, Cyril & Lantz, Frédéric, 2018. "How renewable production depresses electricity prices: Evidence from the German market," Energy Policy, Elsevier, vol. 117(C), pages 263-277.
    12. Luo, Xing & Wang, Jihong & Dooner, Mark & Clarke, Jonathan, 2015. "Overview of current development in electrical energy storage technologies and the application potential in power system operation," Applied Energy, Elsevier, vol. 137(C), pages 511-536.
    13. Zhang, Shuang & Zhao, Tao & Xie, Bai-Chen, 2018. "What is the optimal power generation mix of China? An empirical analysis using portfolio theory," Applied Energy, Elsevier, vol. 229(C), pages 522-536.
    14. Rintamäki, Tuomas & Siddiqui, Afzal S. & Salo, Ahti, 2017. "Does renewable energy generation decrease the volatility of electricity prices? An analysis of Denmark and Germany," Energy Economics, Elsevier, vol. 62(C), pages 270-282.
    15. Margarita Kalamova & Christopher Kaminker & Nick Johnstone, 2011. "Sources of Finance, Investment Policies and Plant Entry in the Renewable Energy Sector," OECD Environment Working Papers 37, OECD Publishing.
    16. Mazzucato, Mariana & Semieniuk, Gregor, 2018. "Financing renewable energy: Who is financing what and why it matters," Technological Forecasting and Social Change, Elsevier, vol. 127(C), pages 8-22.
    17. Battke, Benedikt & Schmidt, Tobias S. & Grosspietsch, David & Hoffmann, Volker H., 2013. "A review and probabilistic model of lifecycle costs of stationary batteries in multiple applications," Renewable and Sustainable Energy Reviews, Elsevier, vol. 25(C), pages 240-250.
    18. Polzin, Friedemann & Egli, Florian & Steffen, Bjarne & Schmidt, Tobias S., 2019. "How do policies mobilize private finance for renewable energy?—A systematic review with an investor perspective," Applied Energy, Elsevier, vol. 236(C), pages 1249-1268.
    19. Bucksteeg, Michael, 2019. "Modelling the impact of geographical diversification of wind turbines on the required firm capacity in Germany," Applied Energy, Elsevier, vol. 235(C), pages 1476-1491.
    20. Cyril Martin de Lagarde & Frédéric Lantz, 2018. "How renewable production depresses electricity prices: Evidence from the German market," Post-Print hal-01986207, HAL.
    21. Rahmani-Dabbagh, Saeed & Sheikh-El-Eslami, Mohammad Kazem, 2016. "A profit sharing scheme for distributed energy resources integrated into a virtual power plant," Applied Energy, Elsevier, vol. 184(C), pages 313-328.
    22. Wu, Yunna & Xu, Chuanbo & Ke, Yiming & Li, Xinying & Li, Lingwenying, 2019. "Portfolio selection of distributed energy generation projects considering uncertainty and project interaction under different enterprise strategic scenarios," Applied Energy, Elsevier, vol. 236(C), pages 444-464.
    23. Hoppmann, Joern & Peters, Michael & Schneider, Malte & Hoffmann, Volker H., 2013. "The two faces of market support—How deployment policies affect technological exploration and exploitation in the solar photovoltaic industry," Research Policy, Elsevier, vol. 42(4), pages 989-1003.
    24. Karneyeva, Yuliya & Wüstenhagen, Rolf, 2017. "Solar feed-in tariffs in a post-grid parity world: The role of risk, investor diversity and business models," Energy Policy, Elsevier, vol. 106(C), pages 445-456.
    25. Connolly, D. & Lund, H. & Finn, P. & Mathiesen, B.V. & Leahy, M., 2011. "Practical operation strategies for pumped hydroelectric energy storage (PHES) utilising electricity price arbitrage," Energy Policy, Elsevier, vol. 39(7), pages 4189-4196, July.
    26. 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.
    27. Malhotra, Abhishek & Battke, Benedikt & Beuse, Martin & Stephan, Annegret & Schmidt, Tobias, 2016. "Use cases for stationary battery technologies: A review of the literature and existing projects," Renewable and Sustainable Energy Reviews, Elsevier, vol. 56(C), pages 705-721.
    28. Awerbuch, Shimon, 2000. "Investing in photovoltaics: risk, accounting and the value of new technology," Energy Policy, Elsevier, vol. 28(14), pages 1023-1035, November.
    29. Lion Hirth, 2013. "The Market Value of Variable Renewables. The Effect of Solar and Wind Power Variability on their Relative Price," RSCAS Working Papers 2013/36, European University Institute.
    30. Mitchell, C. & Bauknecht, D. & Connor, P.M., 2006. "Effectiveness through risk reduction: a comparison of the renewable obligation in England and Wales and the feed-in system in Germany," Energy Policy, Elsevier, vol. 34(3), pages 297-305, February.
    31. Philippe Artzner & Freddy Delbaen & Jean‐Marc Eber & David Heath, 1999. "Coherent Measures of Risk," Mathematical Finance, Wiley Blackwell, vol. 9(3), pages 203-228, July.
    32. Correa-Florez, Carlos Adrian & Michiorri, Andrea & Kariniotakis, Georges, 2018. "Robust optimization for day-ahead market participation of smart-home aggregators," Applied Energy, Elsevier, vol. 229(C), pages 433-445.
    33. Frei, Fanny & Sinsel, Simon R. & Hanafy, Ahmed & Hoppmann, Joern, 2018. "Leaders or laggards? The evolution of electric utilities’ business portfolios during the energy transition," Energy Policy, Elsevier, vol. 120(C), pages 655-665.
    34. Hoppmann, Joern & Huenteler, Joern & Girod, Bastien, 2014. "Compulsive policy-making—The evolution of the German feed-in tariff system for solar photovoltaic power," Research Policy, Elsevier, vol. 43(8), pages 1422-1441.
    35. Rockafellar, R. Tyrrell & Uryasev, Stanislav, 2002. "Conditional value-at-risk for general loss distributions," Journal of Banking & Finance, Elsevier, vol. 26(7), pages 1443-1471, July.
    36. Wassermann, Sandra & Reeg, Matthias & Nienhaus, Kristina, 2015. "Current challenges of Germany’s energy transition project and competing strategies of challengers and incumbents: The case of direct marketing of electricity from renewable energy sources," Energy Policy, Elsevier, vol. 76(C), pages 66-75.
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