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Quantifying the impact of R&D on PV project financing costs

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  • Feldman, David
  • Jones-Albertus, Rebecca
  • Margolis, Robert

Abstract

Energy technology research and development (R&D) typically focuses on advancing the performance and reducing equipment and installation costs. However, such R&D can also have significant indirect impacts on other factors. Incorporating the impact that R&D activities have on financing costs can provide a more complete picture of the consequences of these decisions, and may allow policymakers to make better decisions. In this paper we discuss some historical examples of R&D impacting financing costs in the solar energy sector, summarize the areas of R&D that can impact financing, and describe methodological approaches that can be used to quantify the impact of R&D on financing costs and, as a result, the levelized cost of energy (LCOE). We estimate that R&D-driven reductions in financing costs in the solar sector, from current levels to low-risk levels, could reduce LCOE approximately 25%. Alternatively, without the R&D advances needed to prevent future risks and complications, financing costs in the solar sector could increase by as much as 115%.

Suggested Citation

  • Feldman, David & Jones-Albertus, Rebecca & Margolis, Robert, 2020. "Quantifying the impact of R&D on PV project financing costs," Energy Policy, Elsevier, vol. 142(C).
  • Handle: RePEc:eee:enepol:v:142:y:2020:i:c:s0301421520302706
    DOI: 10.1016/j.enpol.2020.111525
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    as
    1. Davis, Graham A. & Owens, Brandon, 2003. "Optimizing the level of renewable electric R&D expenditures using real options analysis," Energy Policy, Elsevier, vol. 31(15), pages 1589-1608, December.
    2. Sommerfeldt, Nelson & Madani, Hatef, 2017. "Revisiting the techno-economic analysis process for building-mounted, grid-connected solar photovoltaic systems: Part one – Review," Renewable and Sustainable Energy Reviews, Elsevier, vol. 74(C), pages 1379-1393.
    3. Verdolini, Elena & Anadon, Laura Diaz & Lu, Jiaqi & Nemet, Gregory F., 2015. "The effects of expert selection, elicitation design, and R&D assumptions on experts' estimates of the future costs of photovoltaics," Energy Policy, Elsevier, vol. 80(C), pages 233-243.
    4. Bednyagin, Denis & Gnansounou, Edgard, 2011. "Real options valuation of fusion energy R&D programme," Energy Policy, Elsevier, vol. 39(1), pages 116-130, January.
    5. Bednyagin, Denis & Gnansounou, Edgard, 2012. "Estimating spillover benefits of large R&D projects: Application of real options modelling approach to the case of thermonuclear fusion R&D programme," Energy Policy, Elsevier, vol. 41(C), pages 269-279.
    6. Pacudan, Romeo, 2016. "Implications of applying solar industry best practice resource estimation on project financing," Energy Policy, Elsevier, vol. 95(C), pages 489-497.
    7. 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.
    8. Kavlak, Goksin & McNerney, James & Trancik, Jessika E., 2018. "Evaluating the causes of cost reduction in photovoltaic modules," Energy Policy, Elsevier, vol. 123(C), pages 700-710.
    9. Malhotra, Abhishek & Schmidt, Tobias S. & Haelg, Leonore & Waissbein, Oliver, 2017. "Scaling up finance for off-grid renewable energy: The role of aggregation and spatial diversification in derisking investments in mini-grids for rural electrification in India," Energy Policy, Elsevier, vol. 108(C), pages 657-672.
    10. Angelopoulos, Dimitrios & Doukas, Haris & Psarras, John & Stamtsis, Giorgos, 2017. "Risk-based analysis and policy implications for renewable energy investments in Greece," Energy Policy, Elsevier, vol. 105(C), pages 512-523.
    11. Thompson, Philip B, 1997. "Evaluating energy efficiency investments: accounting for risk in the discounting process," Energy Policy, Elsevier, vol. 25(12), pages 989-996, October.
    12. Awerbuch, Shimon, 2000. "Investing in photovoltaics: risk, accounting and the value of new technology," Energy Policy, Elsevier, vol. 28(14), pages 1023-1035, November.
    13. Emhjellen, Magne & Alaouze, Chris M., 2003. "A comparison of discounted cashflow and modern asset pricing methods--project selection and policy implications," Energy Policy, Elsevier, vol. 31(12), pages 1213-1220, September.
    14. Nemet, Gregory F., 2006. "Beyond the learning curve: factors influencing cost reductions in photovoltaics," Energy Policy, Elsevier, vol. 34(17), pages 3218-3232, November.
    15. William F. Sharpe, 1964. "Capital Asset Prices: A Theory Of Market Equilibrium Under Conditions Of Risk," Journal of Finance, American Finance Association, vol. 19(3), pages 425-442, September.
    16. Nakamura, Masao & Nakashima, Tomoaki & Niimura, Takahide, 2006. "Electricity markets volatility: estimates, regularities and risk management applications," Energy Policy, Elsevier, vol. 34(14), pages 1736-1749, September.
    17. Rocha, Katia & Camacho, Fernando & Braganca, Gabriel, 2007. "Return on capital of Brazilian electricity distributors: A comparative analysis," Energy Policy, Elsevier, vol. 35(4), pages 2526-2537, April.
    18. Muche, Thomas, 2009. "A real option-based simulation model to evaluate investments in pump storage plants," Energy Policy, Elsevier, vol. 37(11), pages 4851-4862, November.
    19. Donovan, Charles & Nuñez, Laura, 2012. "Figuring what’s fair: The cost of equity capital for renewable energy in emerging markets," Energy Policy, Elsevier, vol. 40(C), pages 49-58.
    20. Felder, Frank A, 1996. "Integrating financial theory and methods in electricity resource planning," Energy Policy, Elsevier, vol. 24(2), pages 149-154, February.
    21. Sommerfeldt, Nelson & Madani, Hatef, 2017. "Revisiting the techno-economic analysis process for building-mounted, grid-connected solar photovoltaic systems: Part two - Application," Renewable and Sustainable Energy Reviews, Elsevier, vol. 74(C), pages 1394-1404.
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