IDEAS home Printed from https://ideas.repec.org/a/eee/renene/v135y2019icp1108-1120.html
   My bibliography  Save this article

Current state and optimal development of the renewable electricity generation mix in Spain

Author

Listed:
  • Gómez-Calvet, Roberto
  • Martínez-Duart, José Manuel
  • Serrano-Calle, Silvia

Abstract

The aim of this study is first to make a critical evaluation of the present situation of the power system in Spain making use of the latest available data. The other main objective is to make an analysis of the optimal mix for the intensive deployment of variable renewable energies (VRES). The VRES considered are wind, solar photovoltaics (PV) and concentrating solar power (CSP), which by 2030 should provide all together about 45–50% of the total electricity demand in order to comply with the European Union (EU) Directives and the Paris 2016 Climate Agreements. As we will show, these levels of VRES would create important problems of surplus and needed backup energies, especially in the lack of sufficient electricity storage facilities. Therefore, it will be needed during the transition period the parallel use of fossil conventional backup plants, with their corresponding associated emissions. By applying linear programming optimization techniques we try in this paper to make optimal the large deployment of VRES. By “optimal” we mean that the shares of VRES would simultaneously minimize both the backup and the surplus power components for the whole set of hours (8760) in the year. For the most viable Scenario to be implemented around 2030, we have also studied the statistical distribution of slacks (surpluses and backups) so that the demand could always be covered, providing a valuable data for the provision of additional storage. In summary this scenario assumes a large reduction of coal power plants, the continuation of present nuclear power plants and the preservation of combined cycle power plants which will be used for backup due to their high flexibility and ramping speed.

Suggested Citation

  • Gómez-Calvet, Roberto & Martínez-Duart, José Manuel & Serrano-Calle, Silvia, 2019. "Current state and optimal development of the renewable electricity generation mix in Spain," Renewable Energy, Elsevier, vol. 135(C), pages 1108-1120.
  • Handle: RePEc:eee:renene:v:135:y:2019:i:c:p:1108-1120
    DOI: 10.1016/j.renene.2018.12.072
    as

    Download full text from publisher

    File URL: http://www.sciencedirect.com/science/article/pii/S0960148118315192
    Download Restriction: Full text for ScienceDirect subscribers only

    File URL: https://libkey.io/10.1016/j.renene.2018.12.072?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. Heide, Dominik & von Bremen, Lueder & Greiner, Martin & Hoffmann, Clemens & Speckmann, Markus & Bofinger, Stefan, 2010. "Seasonal optimal mix of wind and solar power in a future, highly renewable Europe," Renewable Energy, Elsevier, vol. 35(11), pages 2483-2489.
    2. Stadler, M. & Groissböck, M. & Cardoso, G. & Marnay, C., 2014. "Optimizing Distributed Energy Resources and building retrofits with the strategic DER-CAModel," Applied Energy, Elsevier, vol. 132(C), pages 557-567.
    3. Akella, A.K. & Sharma, M.P. & Saini, R.P., 2007. "Optimum utilization of renewable energy sources in a remote area," Renewable and Sustainable Energy Reviews, Elsevier, vol. 11(5), pages 894-908, June.
    4. 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.
    5. Pablo-Romero, M.P. & Sánchez-Braza, A. & Pérez, M., 2013. "Incentives to promote solar thermal energy in Spain," Renewable and Sustainable Energy Reviews, Elsevier, vol. 22(C), pages 198-208.
    6. Ueckerdt, Falko & Hirth, Lion & Luderer, Gunnar & Edenhofer, Ottmar, 2013. "System LCOE: What are the costs of variable renewables?," Energy, Elsevier, vol. 63(C), pages 61-75.
    7. Cansino, José M. & Sánchez-Braza, Antonio & Rodríguez-Arévalo, María L., 2015. "Driving forces of Spain׳s CO2 emissions: A LMDI decomposition approach," Renewable and Sustainable Energy Reviews, Elsevier, vol. 48(C), pages 749-759.
    8. Fernández Fernández, Pablo & Ortiz, Eunice Villicaña & Bernat, Jorge Xiberta, 2013. "The deployment of electricity generation from renewable energies in Germany and Spain: A comparative analysis based on a simple model," Energy Policy, Elsevier, vol. 57(C), pages 552-562.
    9. Talavera, D.L. & Muñoz-Cerón, E. & Ferrer-Rodríguez, J.P. & Nofuentes, G., 2016. "Evolution of the cost and economic profitability of grid-connected PV investments in Spain: Long-term review according to the different regulatory frameworks approved," Renewable and Sustainable Energy Reviews, Elsevier, vol. 66(C), pages 233-247.
    10. Hirth, Lion, 2013. "The market value of variable renewables," Energy Economics, Elsevier, vol. 38(C), pages 218-236.
    11. Hoicka, Christina E. & Rowlands, Ian H., 2011. "Solar and wind resource complementarity: Advancing options for renewable electricity integration in Ontario, Canada," Renewable Energy, Elsevier, vol. 36(1), pages 97-107.
    12. Salas, V. & Olias, E., 2009. "Overview of the photovoltaic technology status and perspective in Spain," Renewable and Sustainable Energy Reviews, Elsevier, vol. 13(5), pages 1049-1057, June.
    13. Morais, Hugo & Kádár, Péter & Faria, Pedro & Vale, Zita A. & Khodr, H.M., 2010. "Optimal scheduling of a renewable micro-grid in an isolated load area using mixed-integer linear programming," Renewable Energy, Elsevier, vol. 35(1), pages 151-156.
    14. Sumper, Andreas & Robledo-García, Mercedes & Villafáfila-Robles, Roberto & Bergas-Jané, Joan & Andrés-Peiró, Juan, 2011. "Life-cycle assessment of a photovoltaic system in Catalonia (Spain)," Renewable and Sustainable Energy Reviews, Elsevier, vol. 15(8), pages 3888-3896.
    15. Brand, Bernhard & Boudghene Stambouli, Amine & Zejli, Driss, 2012. "The value of dispatchability of CSP plants in the electricity systems of Morocco and Algeria," Energy Policy, Elsevier, vol. 47(C), pages 321-331.
    16. Sawle, Yashwant & Gupta, S.C. & Bohre, Aashish Kumar, 2018. "Socio-techno-economic design of hybrid renewable energy system using optimization techniques," Renewable Energy, Elsevier, vol. 119(C), pages 459-472.
    17. Moura, Pedro S. & de Almeida, Aníbal T., 2010. "Multi-objective optimization of a mixed renewable system with demand-side management," Renewable and Sustainable Energy Reviews, Elsevier, vol. 14(5), pages 1461-1468, June.
    18. Gebremedhin, Alemayehu, 2014. "Optimal utilisation of heat demand in district heating system—A case study," Renewable and Sustainable Energy Reviews, Elsevier, vol. 30(C), pages 230-236.
    19. Ridao, Ángel Ramos & García, Ernesto Hontoria & Escobar, Begoña Moreno & Toro, Montserrat Zamorano, 2007. "Solar energy in Andalusia (Spain): present state and prospects for the future," Renewable and Sustainable Energy Reviews, Elsevier, vol. 11(1), pages 148-161, January.
    20. Wang, Jiang-Jiang & Jing, You-Yin & Zhang, Chun-Fa & Zhao, Jun-Hong, 2009. "Review on multi-criteria decision analysis aid in sustainable energy decision-making," Renewable and Sustainable Energy Reviews, Elsevier, vol. 13(9), pages 2263-2278, December.
    21. Arnette, Andrew & Zobel, Christopher W., 2012. "An optimization model for regional renewable energy development," Renewable and Sustainable Energy Reviews, Elsevier, vol. 16(7), pages 4606-4615.
    22. Baños, R. & Manzano-Agugliaro, F. & Montoya, F.G. & Gil, C. & Alcayde, A. & Gómez, J., 2011. "Optimization methods applied to renewable and sustainable energy: A review," Renewable and Sustainable Energy Reviews, Elsevier, vol. 15(4), pages 1753-1766, May.
    23. Notton, Gilles & Nivet, Marie-Laure & Voyant, Cyril & Paoli, Christophe & Darras, Christophe & Motte, Fabrice & Fouilloy, Alexis, 2018. "Intermittent and stochastic character of renewable energy sources: Consequences, cost of intermittence and benefit of forecasting," Renewable and Sustainable Energy Reviews, Elsevier, vol. 87(C), pages 96-105.
    24. Martín, Helena & de la Hoz, Jordi & Velasco, Guillermo & Castilla, Miguel & García de Vicuña, José Luís, 2015. "Promotion of concentrating solar thermal power (CSP) in Spain: Performance analysis of the period 1998–2013," Renewable and Sustainable Energy Reviews, Elsevier, vol. 50(C), pages 1052-1068.
    25. Bruninx, Kenneth & Madzharov, Darin & Delarue, Erik & D'haeseleer, William, 2013. "Impact of the German nuclear phase-out on Europe's electricity generation—A comprehensive study," Energy Policy, Elsevier, vol. 60(C), pages 251-261.
    26. Kougias, Ioannis & Szabó, Sándor & Monforti-Ferrario, Fabio & Huld, Thomas & Bódis, Katalin, 2016. "A methodology for optimization of the complementarity between small-hydropower plants and solar PV systems," Renewable Energy, Elsevier, vol. 87(P2), pages 1023-1030.
    27. Monforti, F. & Huld, T. & Bódis, K. & Vitali, L. & D'Isidoro, M. & Lacal-Arántegui, R., 2014. "Assessing complementarity of wind and solar resources for energy production in Italy. A Monte Carlo approach," Renewable Energy, Elsevier, vol. 63(C), pages 576-586.
    28. Lund, H., 2006. "Large-scale integration of optimal combinations of PV, wind and wave power into the electricity supply," Renewable Energy, Elsevier, vol. 31(4), pages 503-515.
    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. Carpaneto, E. & Lazzeroni, P. & Repetto, M., 2015. "Optimal integration of solar energy in a district heating network," Renewable Energy, Elsevier, vol. 75(C), pages 714-721.
    31. Yang, Yingkui & Solgaard, Hans Stubbe & Haider, Wolfgang, 2016. "Wind, hydro or mixed renewable energy source: Preference for electricity products when the share of renewable energy increases," Energy Policy, Elsevier, vol. 97(C), pages 521-531.
    32. Mir-Artigues, Pere & Cerdá, Emilio & del Río, Pablo, 2015. "Analyzing the impact of cost-containment mechanisms on the profitability of solar PV plants in Spain," Renewable and Sustainable Energy Reviews, Elsevier, vol. 46(C), pages 166-177.
    33. Iqbal, M. & Azam, M. & Naeem, M. & Khwaja, A.S. & Anpalagan, A., 2014. "Optimization classification, algorithms and tools for renewable energy: A review," Renewable and Sustainable Energy Reviews, Elsevier, vol. 39(C), pages 640-654.
    34. del Río, Pablo & Mir-Artigues, Pere, 2012. "Support for solar PV deployment in Spain: Some policy lessons," Renewable and Sustainable Energy Reviews, Elsevier, vol. 16(8), pages 5557-5566.
    35. Voumvoulakis, Emmanouil & Asimakopoulou, Georgia & Danchev, Svetoslav & Maniatis, George & Tsakanikas, Aggelos, 2012. "Large scale integration of intermittent renewable energy sources in the Greek power sector," Energy Policy, Elsevier, vol. 50(C), pages 161-173.
    Full references (including those not matched with items on IDEAS)

    Citations

    Citations are extracted by the CitEc Project, subscribe to its RSS feed for this item.
    as


    Cited by:

    1. Bojana Škrbić & Željko Đurišić, 2023. "Novel Planning Methodology for Spatially Optimized RES Development Which Minimizes Flexibility Requirements for Their Integration into the Power System," Energies, MDPI, vol. 16(7), pages 1-34, April.
    2. Roberto Gómez-Calvet & José M. Martínez-Duart, 2019. "On the Assessment of the 2030 Power Sector Transition in Spain," Energies, MDPI, vol. 12(7), pages 1-17, April.
    3. Lorenzo Ferrari & Gianluca Pasini & Umberto Desideri, 2023. "Towards a Power Production from 100% Renewables: The Italian Case Study," Energies, MDPI, vol. 16(5), pages 1-17, February.
    4. Parrado-Hernando, Gonzalo & Pfeifer, Antun & Frechoso, Fernando & Miguel González, Luis Javier & Duić, Neven, 2022. "A novel approach to represent the energy system in integrated assessment models," Energy, Elsevier, vol. 258(C).
    5. Bonilla, Javier & Blanco, Julian & Zarza, Eduardo & Alarcón-Padilla, Diego C., 2022. "Feasibility and practical limits of full decarbonization of the electricity market with renewable energy: Application to the Spanish power sector," Energy, Elsevier, vol. 239(PE).
    6. Larisa D. Petrenko & Bahodirhon Sh. Safarov, 2022. "Prospects for Nuclear Energy in the Framework of Implementation of the Sustainable Development Concept," Finansovyj žhurnal — Financial Journal, Financial Research Institute, Moscow 125375, Russia, issue 5, pages 59-70, October.
    7. Gómez-Calvet, Roberto & Martínez-Duart, José M. & Gómez-Calvet, Ana Rosa, 2023. "The 2030 power sector transition in Spain: Too little storage for so many planned solar photovoltaics?," Renewable and Sustainable Energy Reviews, Elsevier, vol. 174(C).
    8. Raycheva, Elena & Gjorgiev, Blazhe & Hug, Gabriela & Sansavini, Giovanni & Schaffner, Christian, 2023. "Risk-informed coordinated generation and transmission system expansion planning: A net-zero scenario of Switzerland in the European context," Energy, Elsevier, vol. 280(C).

    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. Sergio Coronas & Jordi de la Hoz & Àlex Alonso & Helena Martín, 2022. "23 Years of Development of the Solar Power Generation Sector in Spain: A Comprehensive Review of the Period 1998–2020 from a Regulatory Perspective," Energies, MDPI, vol. 15(4), pages 1-53, February.
    2. Chinmoy, Lakshmi & Iniyan, S. & Goic, Ranko, 2019. "Modeling wind power investments, policies and social benefits for deregulated electricity market – A review," Applied Energy, Elsevier, vol. 242(C), pages 364-377.
    3. Simpson, J.G. & Hanrahan, G. & Loth, E. & Koenig, G.M. & Sadoway, D.R., 2021. "Liquid metal battery storage in an offshore wind turbine: Concept and economic analysis," Renewable and Sustainable Energy Reviews, Elsevier, vol. 149(C).
    4. Vidal-Amaro, Juan José & Østergaard, Poul Alberg & Sheinbaum-Pardo, Claudia, 2015. "Optimal energy mix for transitioning from fossil fuels to renewable energy sources – The case of the Mexican electricity system," Applied Energy, Elsevier, vol. 150(C), pages 80-96.
    5. Haas, J. & Cebulla, F. & Cao, K. & Nowak, W. & Palma-Behnke, R. & Rahmann, C. & Mancarella, P., 2017. "Challenges and trends of energy storage expansion planning for flexibility provision in low-carbon power systems – a review," Renewable and Sustainable Energy Reviews, Elsevier, vol. 80(C), pages 603-619.
    6. Henao, Felipe & Viteri, Juan P. & Rodríguez, Yeny & Gómez, Juan & Dyner, Isaac, 2020. "Annual and interannual complementarities of renewable energy sources in Colombia," Renewable and Sustainable Energy Reviews, Elsevier, vol. 134(C).
    7. Pietzcker, Robert C. & Ueckerdt, Falko & Carrara, Samuel & de Boer, Harmen Sytze & Després, Jacques & Fujimori, Shinichiro & Johnson, Nils & Kitous, Alban & Scholz, Yvonne & Sullivan, Patrick & Ludere, 2017. "System integration of wind and solar power in integrated assessment models: A cross-model evaluation of new approaches," Energy Economics, Elsevier, vol. 64(C), pages 583-599.
    8. Bistline, John E., 2017. "Economic and technical challenges of flexible operations under large-scale variable renewable deployment," Energy Economics, Elsevier, vol. 64(C), pages 363-372.
    9. Javier L'opez Prol & Wolf-Peter Schill, 2020. "The Economics of Variable Renewables and Electricity Storage," Papers 2012.15371, arXiv.org.
    10. Murphy, C.A. & Schleifer, A. & Eurek, K., 2021. "A taxonomy of systems that combine utility-scale renewable energy and energy storage technologies," Renewable and Sustainable Energy Reviews, Elsevier, vol. 139(C).
    11. Canales, Fausto A. & Jurasz, Jakub & Beluco, Alexandre & Kies, Alexander, 2020. "Assessing temporal complementarity between three variable energy sources through correlation and compromise programming," Energy, Elsevier, vol. 192(C).
    12. Cibelle Pereira Trama & Amaro Olímpio Pereira Júnior & Ana Paula Cardoso Guimarães & André Luiz Diniz & Leonardo dos Santos Reis Vieira, 2021. "Cost–Benefit Analysis of Solar Thermal Plants with Storage in a Hydrothermal System," Energies, MDPI, vol. 14(18), pages 1-27, September.
    13. Engeland, Kolbjørn & Borga, Marco & Creutin, Jean-Dominique & François, Baptiste & Ramos, Maria-Helena & Vidal, Jean-Philippe, 2017. "Space-time variability of climate variables and intermittent renewable electricity production – A review," Renewable and Sustainable Energy Reviews, Elsevier, vol. 79(C), pages 600-617.
    14. Bett, Philip E. & Thornton, Hazel E., 2016. "The climatological relationships between wind and solar energy supply in Britain," Renewable Energy, Elsevier, vol. 87(P1), pages 96-110.
    15. Alexis Tantet & Marc Stéfanon & Philippe Drobinski & Jordi Badosa & Silvia Concettini & Anna Cretì & Claudia D’Ambrosio & Dimitri Thomopulos & Peter Tankov, 2019. "e 4 clim 1.0: The Energy for a Climate Integrated Model: Description and Application to Italy," Energies, MDPI, vol. 12(22), pages 1-37, November.
    16. Pearre, Nathaniel & Adye, Katherine & Swan, Lukas, 2019. "Proportioning wind, solar, and in-stream tidal electricity generating capacity to co-optimize multiple grid integration metrics," Applied Energy, Elsevier, vol. 242(C), pages 69-77.
    17. Zappa, William & van den Broek, Machteld, 2018. "Analysing the potential of integrating wind and solar power in Europe using spatial optimisation under various scenarios," Renewable and Sustainable Energy Reviews, Elsevier, vol. 94(C), pages 1192-1216.
    18. Pearre, Nathaniel & Swan, Lukas, 2020. "Combining wind, solar, and in-stream tidal electricity generation with energy storage using a load-perturbation control strategy," Energy, Elsevier, vol. 203(C).
    19. Caroline De Oliveira Costa Souza Rosa & Kelly Alonso Costa & Eliane Da Silva Christo & Pâmela Braga Bertahone, 2017. "Complementarity of Hydro, Photovoltaic, and Wind Power in Rio de Janeiro State," Sustainability, MDPI, vol. 9(7), pages 1-12, June.
    20. Ingeborg Graabak & Magnus Korpås, 2016. "Variability Characteristics of European Wind and Solar Power Resources—A Review," Energies, MDPI, vol. 9(6), pages 1-31, June.

    More about this item

    Keywords

    Electricity; Spain; Variable renewable energies; Optimization; Linear programming;
    All these keywords.

    JEL classification:

    • Q4 - Agricultural and Natural Resource Economics; Environmental and Ecological Economics - - Energy
    • Q47 - Agricultural and Natural Resource Economics; Environmental and Ecological Economics - - Energy - - - Energy Forecasting

    Statistics

    Access and download statistics

    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:renene:v:135:y:2019:i:c:p:1108-1120. 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.journals.elsevier.com/renewable-energy .

    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.