IDEAS home Printed from https://ideas.repec.org/a/eee/rensus/v138y2021ics1364032120309540.html
   My bibliography  Save this article

MONTE-CARLO probabilistic valuation of concentrated solar power systems in Spain under the 2014 retroactive regulatory framework

Author

Listed:
  • Coronas, Sergio
  • Martín, Helena
  • de la Hoz, Jordi
  • García de Vicuña, Luis
  • Castilla, Miguel

Abstract

The current Royal Decree 413/2014 legal-economic framework for concentrating solar power plants in Spain has been analysed from a probabilistic perspective. Due to the high inherent risk in most of the parameters defining this economic regime, the use of a probabilistic model is proposed to perform the economic valuation of these facilities. A methodology composed of different steps has been developed and applied to a representative concentrating solar power plant type with thermal energy storage. This method has proven useful for distinguishing the input parameters to be considered as stochastic by using a sensitivity analysis, and also for performing the probabilistic valuation by using the discounted cash flow-Monte Carlo analysis. The results have revealed a great variability in the several output economic indicators considered. In general terms, substantial reductions in the profitability of these facilities have been evidenced with respect to the deterministic analysis under the current reality of the sector.

Suggested Citation

  • Coronas, Sergio & Martín, Helena & de la Hoz, Jordi & García de Vicuña, Luis & Castilla, Miguel, 2021. "MONTE-CARLO probabilistic valuation of concentrated solar power systems in Spain under the 2014 retroactive regulatory framework," Renewable and Sustainable Energy Reviews, Elsevier, vol. 138(C).
  • Handle: RePEc:eee:rensus:v:138:y:2021:i:c:s1364032120309540
    DOI: 10.1016/j.rser.2020.110670
    as

    Download full text from publisher

    File URL: http://www.sciencedirect.com/science/article/pii/S1364032120309540
    Download Restriction: Full text for ScienceDirect subscribers only

    File URL: https://libkey.io/10.1016/j.rser.2020.110670?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. Simsek, Yeliz & Mata-Torres, Carlos & Guzmán, Amador M. & Cardemil, Jose M. & Escobar, Rodrigo, 2018. "Sensitivity and effectiveness analysis of incentives for concentrated solar power projects in Chile," Renewable Energy, Elsevier, vol. 129(PA), pages 214-224.
    2. Ioannou, Anastasia & Angus, Andrew & Brennan, Feargal, 2017. "Risk-based methods for sustainable energy system planning: A review," Renewable and Sustainable Energy Reviews, Elsevier, vol. 74(C), pages 602-615.
    3. Kassem, Abdulrahman & Al-Haddad, Kamal & Komljenovic, Dragan, 2017. "Concentrated solar thermal power in Saudi Arabia: Definition and simulation of alternative scenarios," Renewable and Sustainable Energy Reviews, Elsevier, vol. 80(C), pages 75-91.
    4. Lim, Jin Han & Dally, Bassam B. & Chinnici, Alfonso & Nathan, Graham J., 2017. "Techno-economic evaluation of modular hybrid concentrating solar power systems," Energy, Elsevier, vol. 129(C), pages 158-170.
    5. Ji, Junping & Tang, Hua & Jin, Peng, 2019. "Economic potential to develop concentrating solar power in China: A provincial assessment," Renewable and Sustainable Energy Reviews, Elsevier, vol. 114(C), pages 1-1.
    6. Mahia, Ramon & de Arce, Rafael & Medina, Eva, 2014. "Assessing the future of a CSP industry in Morocco," Energy Policy, Elsevier, vol. 69(C), pages 586-597.
    7. Kost, Christoph & Engelken, Maximilian & Schlegl, Thomas, 2012. "Value generation of future CSP projects in North Africa," Energy Policy, Elsevier, vol. 46(C), pages 88-99.
    8. de la Hoz, Jordi & Martín, Helena & Miret, Jaume & Castilla, Miguel & Guzman, Ramon, 2016. "Evaluating the 2014 retroactive regulatory framework applied to the grid connected PV systems in Spain," Applied Energy, Elsevier, vol. 170(C), pages 329-344.
    9. Martinek, Janna & Jorgenson, Jennie & Mehos, Mark & Denholm, Paul, 2018. "A comparison of price-taker and production cost models for determining system value, revenue, and scheduling of concentrating solar power plants," Applied Energy, Elsevier, vol. 231(C), pages 854-865.
    10. 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.
    11. Pearce, Matthew & Shemfe, Mobolaji & Sansom, Christopher, 2016. "Techno-economic analysis of solar integrated hydrothermal liquefaction of microalgae," Applied Energy, Elsevier, vol. 166(C), pages 19-26.
    12. Pousinho, H.M.I. & Silva, H. & Mendes, V.M.F. & Collares-Pereira, M. & Pereira Cabrita, C., 2014. "Self-scheduling for energy and spinning reserve of wind/CSP plants by a MILP approach," Energy, Elsevier, vol. 78(C), pages 524-534.
    13. Schinko, Thomas & Komendantova, Nadejda, 2016. "De-risking investment into concentrated solar power in North Africa: Impacts on the costs of electricity generation," Renewable Energy, Elsevier, vol. 92(C), pages 262-272.
    14. Bendato, Ilaria & Cassettari, Lucia & Mosca, Marco & Mosca, Roberto, 2016. "Stochastic techno-economic assessment based on Monte Carlo simulation and the Response Surface Methodology: The case of an innovative linear Fresnel CSP (concentrated solar power) system," Energy, Elsevier, vol. 101(C), pages 309-324.
    15. Corral, Nicolás & Anrique, Nicolás & Fernandes, Dalila & Parrado, Cristóbal & Cáceres, Gustavo, 2012. "Power, placement and LEC evaluation to install CSP plants in northern Chile," Renewable and Sustainable Energy Reviews, Elsevier, vol. 16(9), pages 6678-6685.
    16. McTigue, Joshua D. & Castro, Jose & Mungas, Greg & Kramer, Nick & King, John & Turchi, Craig & Zhu, Guangdong, 2018. "Hybridizing a geothermal power plant with concentrating solar power and thermal storage to increase power generation and dispatchability," Applied Energy, Elsevier, vol. 228(C), pages 1837-1852.
    17. 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.
    18. Du, Ershun & Zhang, Ning & Hodge, Bri-Mathias & Kang, Chongqing & Kroposki, Benjamin & Xia, Qing, 2018. "Economic justification of concentrating solar power in high renewable energy penetrated power systems," Applied Energy, Elsevier, vol. 222(C), pages 649-661.
    19. San Miguel, G. & Corona, B., 2018. "Economic viability of concentrated solar power under different regulatory frameworks in Spain," Renewable and Sustainable Energy Reviews, Elsevier, vol. 91(C), pages 205-218.
    20. De Luca, Fabrizio & Ferraro, Vittorio & Marinelli, Valerio, 2015. "On the performance of CSP oil-cooled plants, with and without heat storage in tanks of molten salts," Energy, Elsevier, vol. 83(C), pages 230-239.
    21. de la Hoz, Jordi & Martín, Helena & Alonso, Alex & Carolina Luna, Adriana & Matas, José & Vasquez, Juan C. & Guerrero, Josep M., 2019. "Regulatory-framework-embedded energy management system for microgrids: The case study of the Spanish self-consumption scheme," Applied Energy, Elsevier, vol. 251(C), pages 1-1.
    22. Domínguez, R. & Conejo, A.J. & Carrión, M., 2014. "Operation of a fully renewable electric energy system with CSP plants," Applied Energy, Elsevier, vol. 119(C), pages 417-430.
    23. Usaola, Julio, 2012. "Participation of CSP plants in the reserve markets: A new challenge for regulators," Energy Policy, Elsevier, vol. 49(C), pages 562-571.
    24. Hinkley, James T. & Hayward, Jennifer A. & Curtin, Bryan & Wonhas, Alex & Boyd, Rod & Grima, Charles & Tadros, Amir & Hall, Ross & Naicker, Kevin, 2013. "An analysis of the costs and opportunities for concentrating solar power in Australia," Renewable Energy, Elsevier, vol. 57(C), pages 653-661.
    25. Williges, Keith & Lilliestam, Johan & Patt, Anthony, 2010. "Making concentrated solar power competitive with coal: The costs of a European feed-in tariff," Energy Policy, Elsevier, vol. 38(6), pages 3089-3097, June.
    26. Hoz, Jordi de la & Martín, Helena & Montalà, Montserrat & Matas, José & Guzman, Ramon, 2018. "Assessing the 2014 retroactive regulatory framework applied to the concentrating solar power systems in Spain," Applied Energy, Elsevier, vol. 212(C), pages 1377-1399.
    27. Cartelle Barros, Juan José & Lara Coira, Manuel & de la Cruz López, María Pilar & del Caño Gochi, Alfredo, 2016. "Probabilistic life-cycle cost analysis for renewable and non-renewable power plants," Energy, Elsevier, vol. 112(C), pages 774-787.
    28. Tran, Thomas T.D. & Smith, Amanda D., 2018. "Incorporating performance-based global sensitivity and uncertainty analysis into LCOE calculations for emerging renewable energy technologies," Applied Energy, Elsevier, vol. 216(C), pages 157-171.
    29. Islam, Md Tasbirul & Huda, Nazmul & Saidur, R., 2019. "Current energy mix and techno-economic analysis of concentrating solar power (CSP) technologies in Malaysia," Renewable Energy, Elsevier, vol. 140(C), pages 789-806.
    30. Meybodi, Mehdi Aghaei & Beath, Andrew C., 2016. "Impact of cost uncertainties and solar data variations on the economics of central receiver solar power plants: An Australian case study," Renewable Energy, Elsevier, vol. 93(C), pages 510-524.
    31. Indora, Sunil & Kandpal, Tara C., 2019. "Financial appraisal of using Scheffler dish for steam based institutional solar cooking in India," Renewable Energy, Elsevier, vol. 135(C), pages 1400-1411.
    32. de la Hoz, Jordi & Martín, Helena & Ballart, Jordi & Monjo, Lluis, 2014. "Evaluating the approach to reduce the overrun cost of grid connected PV systems for the Spanish electricity sector: Performance analysis of the period 2010–2012," Applied Energy, Elsevier, vol. 121(C), pages 159-173.
    33. Dowling, Alexander W. & Zheng, Tian & Zavala, Victor M., 2017. "Economic assessment of concentrated solar power technologies: A review," Renewable and Sustainable Energy Reviews, Elsevier, vol. 72(C), pages 1019-1032.
    34. Haneklaus, Nils & Schröders, Sarah & Zheng, Yanhua & Allelein, Hans-Josef, 2017. "Economic evaluation of flameless phosphate rock calcination with concentrated solar power and high temperature reactors," Energy, Elsevier, vol. 140(P1), pages 1148-1157.
    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. Liu, Chunyu & Zheng, Xinrui & Yang, Haibin & Tang, Waiching & Sang, Guochen & Cui, Hongzhi, 2023. "Techno-economic evaluation of energy storage systems for concentrated solar power plants using the Monte Carlo method," Applied Energy, Elsevier, vol. 352(C).
    2. 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.

    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. Hoz, Jordi de la & Martín, Helena & Montalà, Montserrat & Matas, José & Guzman, Ramon, 2018. "Assessing the 2014 retroactive regulatory framework applied to the concentrating solar power systems in Spain," Applied Energy, Elsevier, vol. 212(C), pages 1377-1399.
    2. Wu, Yunna & Zhang, Buyuan & Wu, Chenghao & Zhang, Ting & Liu, Fangtong, 2019. "Optimal site selection for parabolic trough concentrating solar power plant using extended PROMETHEE method: A case in China," Renewable Energy, Elsevier, vol. 143(C), pages 1910-1927.
    3. 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.
    4. Damien Bazin & Nouri Chtourou & Amna Omri, 2019. "Risk management and policy implications for concentrating solar power technology investments in Tunisia," Post-Print hal-02061788, HAL.
    5. McPherson, Madeleine & Mehos, Mark & Denholm, Paul, 2020. "Leveraging concentrating solar power plant dispatchability: A review of the impacts of global market structures and policy," Energy Policy, Elsevier, vol. 139(C).
    6. Rômulo de Oliveira Azevêdo & Paulo Rotela Junior & Luiz Célio Souza Rocha & Gianfranco Chicco & Giancarlo Aquila & Rogério Santana Peruchi, 2020. "Identification and Analysis of Impact Factors on the Economic Feasibility of Photovoltaic Energy Investments," Sustainability, MDPI, vol. 12(17), pages 1-40, September.
    7. Mena, R. & Escobar, R. & Lorca, Á. & Negrete-Pincetic, M. & Olivares, D., 2019. "The impact of concentrated solar power in electric power systems: A Chilean case study," Applied Energy, Elsevier, vol. 235(C), pages 258-283.
    8. Abiodun, Kehinde & Hood, Karoline & Cox, John L. & Newman, Alexandra M. & Zolan, Alex J., 2023. "The value of concentrating solar power in ancillary services markets," Applied Energy, Elsevier, vol. 334(C).
    9. 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.
    10. Vasallo, Manuel Jesús & Cojocaru, Emilian Gelu & Gegúndez, Manuel Emilio & Marín, Diego, 2021. "Application of data-based solar field models to optimal generation scheduling in concentrating solar power plants," Mathematics and Computers in Simulation (MATCOM), Elsevier, vol. 190(C), pages 1130-1149.
    11. Liu, Chunyu & Zheng, Xinrui & Yang, Haibin & Tang, Waiching & Sang, Guochen & Cui, Hongzhi, 2023. "Techno-economic evaluation of energy storage systems for concentrated solar power plants using the Monte Carlo method," Applied Energy, Elsevier, vol. 352(C).
    12. Catalina Hernández & Rodrigo Barraza & Alejandro Saez & Mercedes Ibarra & Danilo Estay, 2020. "Potential Map for the Installation of Concentrated Solar Power Towers in Chile," Energies, MDPI, vol. 13(9), pages 1-15, April.
    13. Bijarniya, Jay Prakash & Sudhakar, K. & Baredar, Prashant, 2016. "Concentrated solar power technology in India: A review," Renewable and Sustainable Energy Reviews, Elsevier, vol. 63(C), pages 593-603.
    14. Ayat-allah Bouramdane & Alexis Tantet & Philippe Drobinski, 2020. "Adequacy of Renewable Energy Mixes with Concentrated Solar Power and Photovoltaic in Morocco: Impact of Thermal Storage and Cost," Energies, MDPI, vol. 13(19), pages 1-34, September.
    15. Tarun Kumar Aseri & Chandan Sharma & Tara C. Kandpal, 2022. "Condenser cooling technologies for concentrating solar power plants: a review," Environment, Development and Sustainability: A Multidisciplinary Approach to the Theory and Practice of Sustainable Development, Springer, vol. 24(4), pages 4511-4565, April.
    16. Banshwar, Anuj & Sharma, Naveen Kumar & Sood, Yog Raj & Shrivastava, Rajnish, 2017. "Market based procurement of energy and ancillary services from Renewable Energy Sources in deregulated environment," Renewable Energy, Elsevier, vol. 101(C), pages 1390-1400.
    17. Nawaz Edoo & Robert T. F. Ah King, 2021. "Techno-Economic Analysis of Utility-Scale Solar Photovoltaic Plus Battery Power Plant," Energies, MDPI, vol. 14(23), pages 1-22, December.
    18. Delise, T. & Tizzoni, A.C. & Menale, C. & Telling, M.T.F. & Bubbico, R. & Crescenzi, T. & Corsaro, N. & Sau, S. & Licoccia, S., 2020. "Technical and economic analysis of a CSP plant presenting a low freezing ternary mixture as storage and transfer fluid," Applied Energy, Elsevier, vol. 265(C).
    19. Xu, Jiuping & Wang, Fengjuan & Lv, Chengwei & Huang, Qian & Xie, Heping, 2018. "Economic-environmental equilibrium based optimal scheduling strategy towards wind-solar-thermal power generation system under limited resources," Applied Energy, Elsevier, vol. 231(C), pages 355-371.
    20. Awan, Ahmed Bilal & Zubair, Muhammad & Chandra Mouli, Kotturu V.V., 2020. "Design, optimization and performance comparison of solar tower and photovoltaic power plants," Energy, Elsevier, vol. 199(C).

    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:138:y:2021:i:c:s1364032120309540. 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.