IDEAS home Printed from https://ideas.repec.org/a/eee/rensus/v59y2016icp56-72.html
   My bibliography  Save this article

The role of the discount rates in energy systems optimisation models

Author

Listed:
  • García-Gusano, Diego
  • Espegren, Kari
  • Lind, Arne
  • Kirkengen, Martin

Abstract

The selection of the social discount rate and the consideration of hurdle rates in energy systems optimisation models affect the creation of sound and comprehensive scenarios useful for energy modellers. Due to the lack of studies about the use of different discounting options in energy optimisation models, the goal of this paper is to fill that gap by establishing the foundations for a debate among energy modellers, policy-makers and stakeholders in this regard. So firstly, we introduced the concept of discount rates both social and technology-specific including a thorough literature review concerning figures, scopes and approaches. Secondly, two models, ETSAP-TIAM and TIMES-Norway, were used to assess the behaviour of the energy systems at different regionalisation levels, Europe and Norway respectively. Thirdly, we analysed the evolution of the electricity production mixes and system costs for both models and considering several values for the discount rates. Finally, results showed that the energy system is strongly affected by changes in the social discount rate. The lower the social discount rate is, the higher the renewable contribution. The social discounting exerts influence on capital intensive investments so it is quite important to look at the energy carriers pathways (fossil-renewable transition). This is what happens in the case of ETSAP-TIAM for Europe. Reversely, in the case of TIMES-Norway, as the electricity system is almost 100% renewable, it is important to take into account the hurdle rates of the technologies to enrich the competition by including their particular risks and barriers. In summary, we recommend using a value not higher than 4–5% for the social discount rate for the European countries as well as to include an exhaustive portfolio of hurdle rates for all the technologies included in the energy optimisation model.

Suggested Citation

  • García-Gusano, Diego & Espegren, Kari & Lind, Arne & Kirkengen, Martin, 2016. "The role of the discount rates in energy systems optimisation models," Renewable and Sustainable Energy Reviews, Elsevier, vol. 59(C), pages 56-72.
  • Handle: RePEc:eee:rensus:v:59:y:2016:i:c:p:56-72
    DOI: 10.1016/j.rser.2015.12.359
    as

    Download full text from publisher

    File URL: http://www.sciencedirect.com/science/article/pii/S1364032116000253
    Download Restriction: Full text for ScienceDirect subscribers only

    File URL: https://libkey.io/10.1016/j.rser.2015.12.359?utm_source=ideas
    LibKey link: if access is restricted and if your library uses this service, LibKey will redirect you to where you can use your library subscription to access this item
    ---><---

    As the access to this document is restricted, you may want to search for a different version of it.

    References listed on IDEAS

    as
    1. Larsson, Simon & Fantazzini, Dean & Davidsson, Simon & Kullander, Sven & Höök, Mikael, 2014. "Reviewing electricity production cost assessments," Renewable and Sustainable Energy Reviews, Elsevier, vol. 30(C), pages 170-183.
    2. Kannan, R., 2009. "Uncertainties in key low carbon power generation technologies - Implication for UK decarbonisation targets," Applied Energy, Elsevier, vol. 86(10), pages 1873-1886, October.
    3. Schleich, Joachim, 2007. "The economics of energy efficiency: barriers to profitable investments," EIB Papers 10/2007, European Investment Bank, Economics Department.
    4. Rosenberg, Eva, 2014. "Calculation method for electricity end-use for residential lighting," Energy, Elsevier, vol. 66(C), pages 295-304.
    5. Menten, Fabio & Tchung-Ming, Stéphane & Lorne, Daphné & Bouvart, Frédérique, 2015. "Lessons from the use of a long-term energy model for consequential life cycle assessment: The BTL case," Renewable and Sustainable Energy Reviews, Elsevier, vol. 43(C), pages 942-960.
    6. Juul, Nina & Meibom, Peter, 2012. "Road transport and power system scenarios for Northern Europe in 2030," Applied Energy, Elsevier, vol. 92(C), pages 573-582.
    7. McDowall, Will & Anandarajah, Gabrial & Dodds, Paul E. & Tomei, Julia, 2012. "Implications of sustainability constraints on UK bioenergy development: Assessing optimistic and precautionary approaches with UK MARKAL," Energy Policy, Elsevier, vol. 47(C), pages 424-436.
    8. Pizer, William A. & Popp, David, 2008. "Endogenizing technological change: Matching empirical evidence to modeling needs," Energy Economics, Elsevier, vol. 30(6), pages 2754-2770, November.
    9. Richard Loulou, 2008. "ETSAP-TIAM: the TIMES integrated assessment model. part II: mathematical formulation," Computational Management Science, Springer, vol. 5(1), pages 41-66, February.
    10. Kannan, Ramachandran & Turton, Hal, 2012. "Cost of ad-hoc nuclear policy uncertainties in the evolution of the Swiss electricity system," Energy Policy, Elsevier, vol. 50(C), pages 391-406.
    11. Hedegaard, Karsten & Ravn, Hans & Juul, Nina & Meibom, Peter, 2012. "Effects of electric vehicles on power systems in Northern Europe," Energy, Elsevier, vol. 48(1), pages 356-368.
    12. Mallah, Subhash & Bansal, N.K., 2011. "Parametric sensitivity analysis for techno-economic parameters in Indian power sector," Applied Energy, Elsevier, vol. 88(3), pages 622-629, March.
    13. Kannan, Ramachandran, 2011. "The development and application of a temporal MARKAL energy system model using flexible time slicing," Applied Energy, Elsevier, vol. 88(6), pages 2261-2272, June.
    14. Pereira, Amaro Olimpio & Cunha da Costa, Ricardo & Costa, Cláudia do Vale & Marreco, Juliana de Moraes & La Rovere, Emílio Lèbre, 2013. "Perspectives for the expansion of new renewable energy sources in Brazil," Renewable and Sustainable Energy Reviews, Elsevier, vol. 23(C), pages 49-59.
    15. Lind, Arne & Rosenberg, Eva & Seljom, Pernille & Espegren, Kari & Fidje, Audun & Lindberg, Karen, 2013. "Analysis of the EU renewable energy directive by a techno-economic optimisation model," Energy Policy, Elsevier, vol. 60(C), pages 364-377.
    16. Føyn, T. Helene Ystanes & Karlsson, Kenneth & Balyk, Olexandr & Grohnheit, Poul Erik, 2011. "A global renewable energy system: A modelling exercise in ETSAP/TIAM," Applied Energy, Elsevier, vol. 88(2), pages 526-534, February.
    17. Kannan, Ramachandran & Strachan, Neil, 2009. "Modelling the UK residential energy sector under long-term decarbonisation scenarios: Comparison between energy systems and sectoral modelling approaches," Applied Energy, Elsevier, vol. 86(4), pages 416-428, April.
    18. de Jong, Pieter & Kiperstok, Asher & Torres, Ednildo A., 2015. "Economic and environmental analysis of electricity generation technologies in Brazil," Renewable and Sustainable Energy Reviews, Elsevier, vol. 52(C), pages 725-739.
    19. Richard Loulou & Maryse Labriet, 2008. "ETSAP-TIAM: the TIMES integrated assessment model Part I: Model structure," Computational Management Science, Springer, vol. 5(1), pages 7-40, February.
    20. Fleiter, Tobias & Worrell, Ernst & Eichhammer, Wolfgang, 2011. "Barriers to energy efficiency in industrial bottom-up energy demand models--A review," Renewable and Sustainable Energy Reviews, Elsevier, vol. 15(6), pages 3099-3111, August.
    21. Schafer, Andreas & Jacoby, Henry D., 2006. "Vehicle technology under CO2 constraint: a general equilibrium analysis," Energy Policy, Elsevier, vol. 34(9), pages 975-985, June.
    22. Marta Bottero & Valentina Ferretti & Giulio Mondini, 2013. "From the environmental debt to the environmental loan: trends and future challenges for intergenerational discounting," Environment, Development and Sustainability: A Multidisciplinary Approach to the Theory and Practice of Sustainable Development, Springer, vol. 15(6), pages 1623-1644, December.
    23. Hu, Ming-Che & Hobbs, Benjamin F., 2010. "Analysis of multi-pollutant policies for the U.S. power sector under technology and policy uncertainty using MARKAL," Energy, Elsevier, vol. 35(12), pages 5430-5442.
    24. Prasad, Ravita D. & Bansal, R.C. & Raturi, Atul, 2014. "Multi-faceted energy planning: A review," Renewable and Sustainable Energy Reviews, Elsevier, vol. 38(C), pages 686-699.
    Full references (including those not matched with items on IDEAS)

    Most related items

    These are the items that most often cite the same works as this one and are cited by the same works as this one.
    1. Hall, Lisa M.H. & Buckley, Alastair R., 2016. "A review of energy systems models in the UK: Prevalent usage and categorisation," Applied Energy, Elsevier, vol. 169(C), pages 607-628.
    2. Ringkjøb, Hans-Kristian & Haugan, Peter M. & Solbrekke, Ida Marie, 2018. "A review of modelling tools for energy and electricity systems with large shares of variable renewables," Renewable and Sustainable Energy Reviews, Elsevier, vol. 96(C), pages 440-459.
    3. Gracceva, Francesco & Zeniewski, Peter, 2014. "A systemic approach to assessing energy security in a low-carbon EU energy system," Applied Energy, Elsevier, vol. 123(C), pages 335-348.
    4. Li, Francis G.N. & Trutnevyte, Evelina, 2017. "Investment appraisal of cost-optimal and near-optimal pathways for the UK electricity sector transition to 2050," Applied Energy, Elsevier, vol. 189(C), pages 89-109.
    5. Seljom, Pernille & Tomasgard, Asgeir, 2017. "The impact of policy actions and future energy prices on the cost-optimal development of the energy system in Norway and Sweden," Energy Policy, Elsevier, vol. 106(C), pages 85-102.
    6. Seljom, Pernille & Lindberg, Karen Byskov & Tomasgard, Asgeir & Doorman, Gerard & Sartori, Igor, 2017. "The impact of Zero Energy Buildings on the Scandinavian energy system," Energy, Elsevier, vol. 118(C), pages 284-296.
    7. Bahn, Olivier & Marcy, Mathilde & Vaillancourt, Kathleen & Waaub, Jean-Philippe, 2013. "Electrification of the Canadian road transportation sector: A 2050 outlook with TIMES-Canada," Energy Policy, Elsevier, vol. 62(C), pages 593-606.
    8. Yong Zeng & Yanpeng Cai & Guohe Huang & Jing Dai, 2011. "A Review on Optimization Modeling of Energy Systems Planning and GHG Emission Mitigation under Uncertainty," Energies, MDPI, vol. 4(10), pages 1-33, October.
    9. Levasseur, Annie & Bahn, Olivier & Beloin-Saint-Pierre, Didier & Marinova, Mariya & Vaillancourt, Kathleen, 2017. "Assessing butanol from integrated forest biorefinery: A combined techno-economic and life cycle approach," Applied Energy, Elsevier, vol. 198(C), pages 440-452.
    10. Dodds, Paul E., 2014. "Integrating housing stock and energy system models as a strategy to improve heat decarbonisation assessments," Applied Energy, Elsevier, vol. 132(C), pages 358-369.
    11. Gracceva, Francesco & Zeniewski, Peter, 2013. "Exploring the uncertainty around potential shale gas development – A global energy system analysis based on TIAM (TIMES Integrated Assessment Model)," Energy, Elsevier, vol. 57(C), pages 443-457.
    12. Rosenberg, Eva & Lind, Arne & Espegren, Kari Aamodt, 2013. "The impact of future energy demand on renewable energy production – Case of Norway," Energy, Elsevier, vol. 61(C), pages 419-431.
    13. Pursiheimo, Esa & Holttinen, Hannele & Koljonen, Tiina, 2019. "Inter-sectoral effects of high renewable energy share in global energy system," Renewable Energy, Elsevier, vol. 136(C), pages 1119-1129.
    14. Selosse, Sandrine & Ricci, Olivia, 2017. "Carbon capture and storage: Lessons from a storage potential and localization analysis," Applied Energy, Elsevier, vol. 188(C), pages 32-44.
    15. Hugues, Paul & Assoumou, Edi & Maizi, Nadia, 2016. "Assessing GHG mitigation and associated cost of French biofuel sector: Insights from a TIMES model," Energy, Elsevier, vol. 113(C), pages 288-300.
    16. Kristine Grimsrud & Cathrine Hagem & Kristina Haaskjold & Henrik Lindhjem & Megan Nowell, 2024. "Spatial Trade-Offs in National Land-Based Wind Power Production in Times of Biodiversity and Climate Crises," Environmental & Resource Economics, Springer;European Association of Environmental and Resource Economists, vol. 87(2), pages 401-436, February.
    17. Das, Anjana & Halder, Arideep & Mazumder, Rahul & Saini, Vinay Kumar & Parikh, Jyoti & Parikh, Kirit S., 2018. "Bangladesh power supply scenarios on renewables and electricity import," Energy, Elsevier, vol. 155(C), pages 651-667.
    18. Welsch, M. & Hermann, S. & Howells, M. & Rogner, H.H. & Young, C. & Ramma, I. & Bazilian, M. & Fischer, G. & Alfstad, T. & Gielen, D. & Le Blanc, D. & Röhrl, A. & Steduto, P. & Müller, A., 2014. "Adding value with CLEWS – Modelling the energy system and its interdependencies for Mauritius," Applied Energy, Elsevier, vol. 113(C), pages 1434-1445.
    19. Liu, Xi & Du, Huibin & Brown, Marilyn A. & Zuo, Jian & Zhang, Ning & Rong, Qian & Mao, Guozhu, 2018. "Low-carbon technology diffusion in the decarbonization of the power sector: Policy implications," Energy Policy, Elsevier, vol. 116(C), pages 344-356.
    20. Hanley, Emma S. & Deane, JP & Gallachóir, BP Ó, 2018. "The role of hydrogen in low carbon energy futures–A review of existing perspectives," Renewable and Sustainable Energy Reviews, Elsevier, vol. 82(P3), pages 3027-3045.

    Corrections

    All material on this site has been provided by the respective publishers and authors. You can help correct errors and omissions. When requesting a correction, please mention this item's handle: RePEc:eee:rensus:v:59:y:2016:i:c:p:56-72. See general information about how to correct material in RePEc.

    If you have authored this item and are not yet registered with RePEc, we encourage you to do it here. This allows to link your profile to this item. It also allows you to accept potential citations to this item that we are uncertain about.

    If CitEc recognized a bibliographic reference but did not link an item in RePEc to it, you can help with this form .

    If you know of missing items citing this one, you can help us creating those links by adding the relevant references in the same way as above, for each refering item. If you are a registered author of this item, you may also want to check the "citations" tab in your RePEc Author Service profile, as there may be some citations waiting for confirmation.

    For technical questions regarding this item, or to correct its authors, title, abstract, bibliographic or download information, contact: Catherine Liu (email available below). General contact details of provider: http://www.elsevier.com/wps/find/journaldescription.cws_home/600126/description#description .

    Please note that corrections may take a couple of weeks to filter through the various RePEc services.

    IDEAS is a RePEc service. RePEc uses bibliographic data supplied by the respective publishers.