IDEAS home Printed from https://ideas.repec.org/a/eee/renene/v256y2026ipbs0960148125016519.html

Alternative non-optimal orientations in highly PV self-consumption integration: Exploring Spanish prosumers as a case study

Author

Listed:
  • García-Suso, Felipe
  • Molina-García, Angel
  • Fernández-Guillamón, Ana
  • Bueso, María C.

Abstract

The urgency to mitigate the greenhouse effect and achieve sustainable production systems is driving the exploration of novel clean energy options. Indeed, some European nations are currently undergoing an energy transition characterized by a growing emphasis on renewable energy sources, with a particular focus on promoting the adoption of self-consumption photovoltaic systems. Among these, solar energy stands out as a particularly promising candidate due to its inherent lack of pollution. However, Photovoltaic (PV) energy is generally not considered a dispatchable resource due to its inherent limitations, including seasonal and daily fluctuations in output, as well as dependence on weather conditions. Therefore, and aiming to ensure that PV installations from prosumers on the distribution grid receive fair compensation for the value they provide to the system, reimbursement mechanisms should be designed to reflect the dynamic value of their electricity production. Under this framework, this paper describes and assesses the trade-off between annual economic profits and potential reductions in electricity generation by estimating the most appropriate PV installation orientations. To analyze future power systems with potentially high PV integration into households, different real PV installations representing current Spanish prosumer profiles are included as case study, assessing 2640 different generation profiles. Indeed, Spain exemplifies a remarkable case study in the widespread adoption of photovoltaic (PV) systems over the past few decades. This surge can be attributed to the relative ease of installation and competitive pricing of PV technology. Notably, the installed capacity of PV power in Spain has witnessed impressive growth, expanding by nearly 30% in the past year alone. Results provide numerous benefits for such specific non-optimal orientations. These findings, confirmed after a full year of operation, include an increase in annual economic benefits in spite of a lower energy production compared to the optimal-producing orientation.

Suggested Citation

  • García-Suso, Felipe & Molina-García, Angel & Fernández-Guillamón, Ana & Bueso, María C., 2026. "Alternative non-optimal orientations in highly PV self-consumption integration: Exploring Spanish prosumers as a case study," Renewable Energy, Elsevier, vol. 256(PB).
  • Handle: RePEc:eee:renene:v:256:y:2026:i:pb:s0960148125016519
    DOI: 10.1016/j.renene.2025.123987
    as

    Download full text from publisher

    File URL: http://www.sciencedirect.com/science/article/pii/S0960148125016519
    Download Restriction: Full text for ScienceDirect subscribers only

    File URL: https://libkey.io/10.1016/j.renene.2025.123987?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

    for a different version of it.

    References listed on IDEAS

    as
    1. Ruhnau, Oliver & Hirth, Lion & Praktiknjo, Aaron, 2020. "Heating with wind: Economics of heat pumps and variable renewables," Energy Economics, Elsevier, vol. 92(C).
    2. Child, Michael & Kemfert, Claudia & Bogdanov, Dmitrii & Breyer, Christian, 2019. "Flexible electricity generation, grid exchange and storage for the transition to a 100% renewable energy system in Europe," EconStor Open Access Articles and Book Chapters, ZBW - Leibniz Information Centre for Economics, vol. 139, pages 80-101.
    3. Freitas Gomes, Icaro Silvestre & Perez, Yannick & Suomalainen, Emilia, 2020. "Coupling small batteries and PV generation: A review," Renewable and Sustainable Energy Reviews, Elsevier, vol. 126(C).
    4. Li, Yanxue & Zhang, Xiaoyi & Gao, Weijun & Ruan, Yingjun, 2020. "Capacity credit and market value analysis of photovoltaic integration considering grid flexibility requirements," Renewable Energy, Elsevier, vol. 159(C), pages 908-919.
    5. Cruz, Carlos & Alskaif, Tarek & Palomar, Esther & Bravo, Ignacio, 2023. "Prosumers integration in aggregated demand response systems," Energy Policy, Elsevier, vol. 182(C).
    6. López Prol, Javier & Steininger, Karl W., 2020. "Photovoltaic self-consumption is now profitable in Spain: Effects of the new regulation on prosumers’ internal rate of return," Energy Policy, Elsevier, vol. 146(C).
    7. Benalcazar, Pablo & Kalka, Maciej & Kamiński, Jacek, 2024. "From consumer to prosumer: A model-based analysis of costs and benefits of grid-connected residential PV-battery systems," Energy Policy, Elsevier, vol. 191(C).
    8. Qi, Meng & Park, Jinwoo & Landon, Robert Stephen & Kim, Jeongdong & Liu, Yi & Moon, Il, 2022. "Continuous and flexible Renewable-Power-to-Methane via liquid CO2 energy storage: Revisiting the techno-economic potential," Renewable and Sustainable Energy Reviews, Elsevier, vol. 153(C).
    9. Christoph Graf & Thomas Kuppelwieser & David Wozabal, 2024. "Frequent Auctions for Intraday Electricity Markets," The Energy Journal, , vol. 45(1), pages 231-256, January.
    10. Kosorić, Vesna & Huang, Huajing & Tablada, Abel & Lau, Siu-Kit & Tan, Hugh T.W., 2019. "Survey on the social acceptance of the productive façade concept integrating photovoltaic and farming systems in high-rise public housing blocks in Singapore," Renewable and Sustainable Energy Reviews, Elsevier, vol. 111(C), pages 197-214.
    11. Tselika, Kyriaki, 2022. "The impact of variable renewables on the distribution of hourly electricity prices and their variability: A panel approach," Discussion Papers 2022/4, Norwegian School of Economics, Department of Business and Management Science.
    12. Mills, Andrew & Wiser, Ryan & Millstein, Dev & Carvallo, Juan Pablo & Gorman, Will & Seel, Joachim & Jeong, Seongeun, 2021. "The impact of wind, solar, and other factors on the decline in wholesale power prices in the United States," Applied Energy, Elsevier, vol. 283(C).
    13. Timilsina, Govinda R., 2021. "Are renewable energy technologies cost competitive for electricity generation?," Renewable Energy, Elsevier, vol. 180(C), pages 658-672.
    14. Hampton, Harrison & Foley, Aoife, 2022. "A review of current analytical methods, modelling tools and development frameworks applicable for future retail electricity market design," Energy, Elsevier, vol. 260(C).
    15. Babatunde, A.A. & Abbasoglu, S. & Senol, M., 2018. "Analysis of the impact of dust, tilt angle and orientation on performance of PV Plants," Renewable and Sustainable Energy Reviews, Elsevier, vol. 90(C), pages 1017-1026.
    16. Ovaere, Marten & Proost, Stef, 2022. "Cost-effective reduction of fossil energy use in the European transport sector: An assessment of the Fit for 55 Package," Energy Policy, Elsevier, vol. 168(C).
    17. Javanshir, Nima & Syri, Sanna & Tervo, Seela & Rosin, Argo, 2023. "Operation of district heat network in electricity and balancing markets with the power-to-heat sector coupling," Energy, Elsevier, vol. 266(C).
    18. Tselika, Kyriaki, 2022. "The impact of variable renewables on the distribution of hourly electricity prices and their variability: A panel approach," Energy Economics, Elsevier, vol. 113(C).
    19. Bella, Giovanni & Massidda, Carla & Mattana, Paolo, 2014. "The relationship among CO2 emissions, electricity power consumption and GDP in OECD countries," Journal of Policy Modeling, Elsevier, vol. 36(6), pages 970-985.
    20. Laszlo Szabo & Magda Moner- Girona & Arnulf Jäger-Waldau & Ioannis Kougias & Andras Mezosi & Fernando Fahl & Sandor Szabo, 2024. "Impacts of large-scale deployment of vertical bifacial photovoltaics on European electricity market dynamics," Nature Communications, Nature, vol. 15(1), pages 1-16, December.
    21. Li, Yanhua & Wang, Xilian & Fang, Xinyu & Liu, Yuenan & Zhao, Pengyu & Cui, Ruizhen, 2022. "Modeling and control strategy analysis of a hydraulic energy-storage wave energy conversion system," Renewable Energy, Elsevier, vol. 182(C), pages 969-981.
    22. Bódis, Katalin & Kougias, Ioannis & Jäger-Waldau, Arnulf & Taylor, Nigel & Szabó, Sándor, 2019. "A high-resolution geospatial assessment of the rooftop solar photovoltaic potential in the European Union," Renewable and Sustainable Energy Reviews, Elsevier, vol. 114(C), pages 1-1.
    23. Piotr Zuk & Pawel Zuk, 2022. "Prosumers in Action: The Analysis of Social Determinants of Photovoltaic Development and Prosumer Strategies in Poland," International Journal of Energy Economics and Policy, Econjournals, vol. 12(4), pages 294-306, July.
    24. Zhang, Long & Bai, Wuliyasu & Xiao, Huijuan & Ren, Jingzheng, 2021. "Measuring and improving regional energy security: A methodological framework based on both quantitative and qualitative analysis," Energy, Elsevier, vol. 227(C).
    25. Elum, Z.A. & Momodu, A.S., 2017. "Climate change mitigation and renewable energy for sustainable development in Nigeria: A discourse approach," Renewable and Sustainable Energy Reviews, Elsevier, vol. 76(C), pages 72-80.
    26. Chen, Qi & Kuang, Zhonghong & Liu, Xiaohua & Zhang, Tao, 2022. "Energy storage to solve the diurnal, weekly, and seasonal mismatch and achieve zero-carbon electricity consumption in buildings," Applied Energy, Elsevier, vol. 312(C).
    27. Bogdanov, Dmitrii & Ram, Manish & Aghahosseini, Arman & Gulagi, Ashish & Oyewo, Ayobami Solomon & Child, Michael & Caldera, Upeksha & Sadovskaia, Kristina & Farfan, Javier & De Souza Noel Simas Barbos, 2021. "Low-cost renewable electricity as the key driver of the global energy transition towards sustainability," Energy, Elsevier, vol. 227(C).
    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. Gökgöz, Fazıl & Yücel, Öykü, 2025. "Measuring the long-term impact of wind, run-of-river, solar renewable energy alternatives on market clearing prices," Renewable Energy, Elsevier, vol. 241(C).
    2. Gómez-Navarro, Tomás & Brazzini, Tommaso & Alfonso-Solar, David & Vargas-Salgado, Carlos, 2021. "Analysis of the potential for PV rooftop prosumer production: Technical, economic and environmental assessment for the city of Valencia (Spain)," Renewable Energy, Elsevier, vol. 174(C), pages 372-381.
    3. Sihvonen, Ville & Ollila, Iisa & Jaanto, Jasmin & Grönman, Aki & Honkapuro, Samuli & Riikonen, Juhani & Price, Alisdair, 2024. "Role of power-to-heat and thermal energy storage in decarbonization of district heating," Energy, Elsevier, vol. 305(C).
    4. Galván, Antonio & Haas, Jannik & Moreno-Leiva, Simón & Osorio-Aravena, Juan Carlos & Nowak, Wolfgang & Palma-Benke, Rodrigo & Breyer, Christian, 2022. "Exporting sunshine: Planning South America’s electricity transition with green hydrogen," Applied Energy, Elsevier, vol. 325(C).
    5. Tselika, Kyriaki & Tselika, Maria & Demetriades, Elias, 2024. "Quantifying the short-term asymmetric effects of renewable energy on the electricity merit-order curve," Energy Economics, Elsevier, vol. 132(C).
    6. Jäger-Waldau, Arnulf & Kougias, Ioannis & Taylor, Nigel & Thiel, Christian, 2020. "How photovoltaics can contribute to GHG emission reductions of 55% in the EU by 2030," Renewable and Sustainable Energy Reviews, Elsevier, vol. 126(C).
    7. Finke, Jonas & Bertsch, Valentin & Di Cosmo, Valeria, 2023. "Exploring the feasibility of Europe’s renewable expansion plans based on their profitability in the market," Energy Policy, Elsevier, vol. 177(C).
    8. Dasí-Crespo, Daniel & Roldán-Blay, Carlos & Escrivá-Escrivá, Guillermo & Roldán-Porta, Carlos, 2023. "Evaluation of the Spanish regulation on self-consumption photovoltaic installations. A case study based on a rural municipality in Spain," Renewable Energy, Elsevier, vol. 204(C), pages 788-802.
    9. Rangarajan, Arvind & Foley, Sean & Trück, Stefan, 2023. "Assessing the impact of battery storage on Australian electricity markets," Energy Economics, Elsevier, vol. 120(C).
    10. Majidi, Hassan & Hayati, Mohammad Mohsen & Breyer, Christian & Mohammadi-ivatloo, Behnam & Honkapuro, Samuli & Karjunen, Hannu & Laaksonen, Petteri & Sihvonen, Ville, 2025. "Overview of energy modeling requirements and tools for future smart energy systems," Renewable and Sustainable Energy Reviews, Elsevier, vol. 212(C).
    11. Stringer, Thomas & Joanis, Marcelin & Abdoli, Shiva, 2024. "Power generation mix and electricity price," Renewable Energy, Elsevier, vol. 221(C).
    12. Bogdanov, Dmitrii & Ram, Manish & Satymov, Rasul & Lopez, Gabriel & Mensah, Theophilus N.O. & Sadovskaia, Kristina & Breyer, Christian, 2025. "Costs and benefits of highly ambitious energy transition pathways for Europe," Energy, Elsevier, vol. 336(C).
    13. Saâdaoui, Foued & Ben Jabeur, Sami, 2023. "Analyzing the influence of geopolitical risks on European power prices using a multiresolution causal neural network," Energy Economics, Elsevier, vol. 124(C).
    14. Biancardi, Alberto & Califano, Federico & D'Adamo, Idiano & Gastaldi, Massimo & Kostakis, Ioannis, 2025. "A distributed and sustainable model for future cities: A profitability analysis of integrated photovoltaic systems with storage under different incentive policies," Energy Policy, Elsevier, vol. 205(C).
    15. Zaragozí, Benito & Salvat-Garcia, Lluís & Saladié-Gil, Sergi & Saladié, Òscar, 2025. "Harnessing rooftop photovoltaic potential: Adoption disparities across building types in Tarragona Province, Spain," Utilities Policy, Elsevier, vol. 96(C).
    16. Potrč, Sanja & Čuček, Lidija & Martin, Mariano & Kravanja, Zdravko, 2021. "Sustainable renewable energy supply networks optimization – The gradual transition to a renewable energy system within the European Union by 2050," Renewable and Sustainable Energy Reviews, Elsevier, vol. 146(C).
    17. Javier L'opez Prol & Wolf-Peter Schill, 2020. "The Economics of Variable Renewables and Electricity Storage," Papers 2012.15371, arXiv.org.
    18. Fuke, Nobuhiro & Ohashi, Kazuhiko, 2025. "Seasonal variation in the impact of solar power generation on electricity price level and variability," Journal of Commodity Markets, Elsevier, vol. 40(C).
    19. Rahdan, Parisa & Zeyen, Elisabeth & Gallego-Castillo, Cristobal & Victoria, Marta, 2024. "Distributed photovoltaics provides key benefits for a highly renewable European energy system," Applied Energy, Elsevier, vol. 360(C).
    20. Potrč, Sanja & Nemet, Andreja & Čuček, Lidija & Varbanov, Petar Sabev & Kravanja, Zdravko, 2022. "Synthesis of a regenerative energy system – beyond carbon emissions neutrality," Renewable and Sustainable Energy Reviews, Elsevier, vol. 169(C).

    More about this item

    Keywords

    ;
    ;
    ;
    ;

    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:256:y:2026:i:pb:s0960148125016519. 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.