IDEAS home Printed from https://ideas.repec.org/a/eee/renene/v240y2025ics0960148124021256.html
   My bibliography  Save this article

Hybridization of wind farms with co-located PV and storage installations

Author

Listed:
  • Chinaris, Periklis P.
  • Psarros, Georgios N.
  • Papathanassiou, Stavros A.

Abstract

This paper evaluates the concept of hybridizing an existing wind farm (WF) by co-locating a photovoltaic (PV) park, with or without embedded battery energy storage systems (BESS), leveraging the WF's existing grid connection infrastructure on the grounds of resource complementarity. The feasibility and economic benefits of hybridization are established by comparing the levelized cost of energy of co-located and independently installed assets. A wide range of PV-to-wind capacity ratios and BESS power and energy capacities are investigated, modelling the operation of hybrid and independent configurations over their lifetime. To address the integration of BESS, a mixed-integer linear programming optimization algorithm is employed with an hourly timestep and over-diurnal horizon, adopting a price-taker approach against externally defined wholesale market price timeseries. The main finding is that hybridization noticeably improves the utilization of existing grid infrastructure, constituting an economically advantageous option for a range of PV-to-wind capacity ratios up to 82.5 % in the case of plain PVs or up to 90–140 % for BESS-equipped PVs, depending on the duration of integrated storage. When renewable curtailments due to system-level supply-demand equilibrium limitations are also considered, the analysis showcases that hybrid configurations remain competitive while, interestingly, the preferred range of PV capacities is further extended.

Suggested Citation

  • Chinaris, Periklis P. & Psarros, Georgios N. & Papathanassiou, Stavros A., 2025. "Hybridization of wind farms with co-located PV and storage installations," Renewable Energy, Elsevier, vol. 240(C).
  • Handle: RePEc:eee:renene:v:240:y:2025:i:c:s0960148124021256
    DOI: 10.1016/j.renene.2024.122057
    as

    Download full text from publisher

    File URL: http://www.sciencedirect.com/science/article/pii/S0960148124021256
    Download Restriction: Full text for ScienceDirect subscribers only

    File URL: https://libkey.io/10.1016/j.renene.2024.122057?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. Lamedica, Regina & Santini, Ezio & Ruvio, Alessandro & Palagi, Laura & Rossetta, Irene, 2018. "A MILP methodology to optimize sizing of PV - Wind renewable energy systems," Energy, Elsevier, vol. 165(PB), pages 385-398.
    2. Gorman, Will & Montañés, Cristina Crespo & Mills, Andrew & Kim, James Hyungkwan & Millstein, Dev & Wiser, Ryan, 2022. "Are coupled renewable-battery power plants more valuable than independently sited installations?," Energy Economics, Elsevier, vol. 107(C).
    3. Yasuda, Yoh & Bird, Lori & Carlini, Enrico Maria & Eriksen, Peter Børre & Estanqueiro, Ana & Flynn, Damian & Fraile, Daniel & Gómez Lázaro, Emilio & Martín-Martínez, Sergio & Hayashi, Daisuke & Holtti, 2022. "C-E (curtailment – Energy share) map: An objective and quantitative measure to evaluate wind and solar curtailment," Renewable and Sustainable Energy Reviews, Elsevier, vol. 160(C).
    4. Newbery, D., 2023. "High renewable electricity penetration: marginal curtailment and market failure under "subsidy-free" entry," Cambridge Working Papers in Economics 2353, Faculty of Economics, University of Cambridge.
    5. Pantelis A. Dratsas & Georgios N. Psarros & Stavros A. Papathanassiou, 2021. "Battery Energy Storage Contribution to System Adequacy," Energies, MDPI, vol. 14(16), pages 1-22, August.
    6. Bayer, Benjamin & Berthold, Lennart & Moreno Rodrigo de Freitas, Bruno, 2018. "The Brazilian experience with auctions for wind power: An assessment of project delays and potential mitigation measures," Energy Policy, Elsevier, vol. 122(C), pages 97-117.
    7. Prasad, Abhnil Amtesh & Yang, Yuqing & Kay, Merlinde & Menictas, Chris & Bremner, Stephen, 2021. "Synergy of solar photovoltaics-wind-battery systems in Australia," Renewable and Sustainable Energy Reviews, Elsevier, vol. 152(C).
    8. Lin, Boqiang & Huang, Chenchen, 2023. "Promoting variable renewable energy integration: The moderating effect of digitalization," Applied Energy, Elsevier, vol. 337(C).
    9. Han, Shuang & Zhang, Lu-na & Liu, Yong-qian & Zhang, Hao & Yan, Jie & Li, Li & Lei, Xiao-hui & Wang, Xu, 2019. "Quantitative evaluation method for the complementarity of wind–solar–hydro power and optimization of wind–solar ratio," Applied Energy, Elsevier, vol. 236(C), pages 973-984.
    10. James Bushnell & Kevin Novan, 2021. "Setting with the Sun: The Impacts of Renewable Energy on Conventional Generation," Journal of the Association of Environmental and Resource Economists, University of Chicago Press, vol. 8(4), pages 759-796.
    11. David Newbery, 2023. "High renewable electricity penetration: marginal curtailment and market failure under "subsidy-free" entry," Working Papers EPRG2319, Energy Policy Research Group, Cambridge Judge Business School, University of Cambridge.
    12. Evangelos S. Chatzistylianos & Georgios N. Psarros & Stavros A. Papathanassiou, 2024. "Export Constraints Applicable to Renewable Generation to Enhance Grid Hosting Capacity," Energies, MDPI, vol. 17(11), pages 1-30, May.
    13. Psarros, Georgios N. & Papathanassiou, Stavros A., 2020. "Internal dispatch for RES-storage hybrid power stations in isolated grids," Renewable Energy, Elsevier, vol. 147(P1), pages 2141-2150.
    14. Buonomano, Annamaria & Calise, Francesco & d'Accadia, Massimo Dentice & Vicidomini, Maria, 2018. "A hybrid renewable system based on wind and solar energy coupled with an electrical storage: Dynamic simulation and economic assessment," Energy, Elsevier, vol. 155(C), pages 174-189.
    15. Zapata, Sebastian & Castaneda, Monica & Herrera, Milton M. & Dyner, Isaac, 2023. "Investigating the concurrence of transmission grid expansion and the dissemination of renewables," Energy, Elsevier, vol. 276(C).
    16. Ferraz de Andrade Santos, José Alexandre & de Jong, Pieter & Alves da Costa, Caiuby & Torres, Ednildo Andrade, 2020. "Combining wind and solar energy sources: Potential for hybrid power generation in Brazil," Utilities Policy, Elsevier, vol. 67(C).
    17. Chu Donatus Iweh & Samuel Gyamfi & Emmanuel Tanyi & Eric Effah-Donyina, 2021. "Distributed Generation and Renewable Energy Integration into the Grid: Prerequisites, Push Factors, Practical Options, Issues and Merits," Energies, MDPI, vol. 14(17), pages 1-34, August.
    18. Dan Welsby & James Price & Steve Pye & Paul Ekins, 2021. "Unextractable fossil fuels in a 1.5 °C world," Nature, Nature, vol. 597(7875), pages 230-234, September.
    19. Navon, Aviad & Kulbekov, Pavel & Dolev, Shahar & Yehuda, Gil & Levron, Yoash, 2020. "Integration of distributed renewable energy sources in Israel: Transmission congestion challenges and policy recommendations," Energy Policy, Elsevier, vol. 140(C).
    20. Newbery, David M., 2023. "High renewable electricity penetration: Marginal curtailment and market failure under “subsidy-free” entry," Energy Economics, Elsevier, vol. 126(C).
    21. Papaefthymiou, Stefanos V. & Papathanassiou, Stavros A., 2014. "Optimum sizing of wind-pumped-storage hybrid power stations in island systems," Renewable Energy, Elsevier, vol. 64(C), pages 187-196.
    22. Ana Rita Silva & Ana Estanqueiro, 2022. "From Wind to Hybrid: A Contribution to the Optimal Design of Utility-Scale Hybrid Power Plants," Energies, MDPI, vol. 15(7), pages 1-19, April.
    23. Tziovani, Lysandros & Hadjidemetriou, Lenos & Timotheou, Stelios, 2024. "Optimizing the bidding strategy and assessing profitability of over-install renewable plants equipped with battery energy storage systems," Renewable Energy, Elsevier, vol. 234(C).
    24. DiOrio, Nicholas & Denholm, Paul & Hobbs, William B., 2020. "A model for evaluating the configuration and dispatch of PV plus battery power plants," Applied Energy, Elsevier, vol. 262(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. Simshauser, Paul & Newbery, David, 2024. "Non-firm vs priority access: On the long run average and marginal costs of renewables in Australia," Energy Economics, Elsevier, vol. 136(C).
    2. Simshauser, Paul, 2025. "Competition vs. coordination: Optimising wind, solar and batteries in renewable energy zones," Energy Economics, Elsevier, vol. 143(C).
    3. Psarros, Georgios N. & Papathanassiou, Stavros A., 2023. "Generation scheduling in island systems with variable renewable energy sources: A literature review," Renewable Energy, Elsevier, vol. 205(C), pages 1105-1124.
    4. Tourgeman, Miriam & Cohen, Chen & Rubin, Ofir, 2024. "Preserving competition and economic welfare in Israel's PV market," Utilities Policy, Elsevier, vol. 91(C).
    5. Davi-Arderius, Daniel & Jamasb, Tooraj, 2024. "Measuring a Paradox: Zero-negative Electricity Prices," Working Papers 13-2024, Copenhagen Business School, Department of Economics.
    6. Simshauser, P. & Gohde, N., 2024. "3-Party Covenant Financing of 'Semi-Regulated' Pumped Hydro Assets," Cambridge Working Papers in Economics 2425, Faculty of Economics, University of Cambridge.
    7. Qiao, Qiao & Zeng, Xianhai & Lin, Boqiang, 2024. "Mitigating wind curtailment risk in China: The impact of subsidy reduction policy," Applied Energy, Elsevier, vol. 368(C).
    8. Milstein, I. & Tishler, A. & Woo, C.K., 2024. "The effect of PV generation's hourly variations on Israel's solar investment," Energy Economics, Elsevier, vol. 136(C).
    9. Hassanzadeh Moghimi, Farzad & Boomsma, Trine K. & Siddiqui, Afzal S., 2024. "Transmission planning in an imperfectly competitive power sector with environmental externalities," Energy Economics, Elsevier, vol. 134(C).
    10. Daniel Navia Simon & Laura Diaz Anadon, 2025. "Power price stability and the insurance value of renewable technologies," Nature Energy, Nature, vol. 10(3), pages 329-341, March.
    11. Veenstra, Arjen T. & Mulder, Machiel, 2024. "Impact of Contracts for Differences for non-carbon electricity generation on efficiency of electricity market," Energy Economics, Elsevier, vol. 136(C).
    12. Chen, Jing & Wang, Yushi & Xu, Yangyi & Shi, Jingyi, 2025. "Dual-credit policy failure: The emergence principle and hedging mechanisms," Energy Economics, Elsevier, vol. 141(C).
    13. Karipoğlu, Fatih & Denizli, Osmancan, 2025. "Towards renewable energy islands in Türkiye: Potential and challenges," Renewable and Sustainable Energy Reviews, Elsevier, vol. 211(C).
    14. Chen, Huanhuan & Li, Jinke & O'Leary, Nigel & Shao, Jing, 2025. "Higher prices in a more competitive market: The paradox in the retail electricity market in the United Kingdom," Structural Change and Economic Dynamics, Elsevier, vol. 72(C), pages 374-390.
    15. Milton M. Herrera & Mauricio Uriona Maldonado & Alberto Méndez-Morales, 2024. "Auction-Based Policy of Brazil’s Wind Power Industry: Challenges for Legitimacy Creation," Energies, MDPI, vol. 17(24), pages 1-19, December.
    16. Ana Rita Silva & Ana Estanqueiro, 2022. "From Wind to Hybrid: A Contribution to the Optimal Design of Utility-Scale Hybrid Power Plants," Energies, MDPI, vol. 15(7), pages 1-19, April.
    17. Rafael B. S. Veras & Clóvis B. M. Oliveira & Shigeaki L. de Lima & Osvaldo R. Saavedra & Denisson Q. Oliveira & Felipe M. Pimenta & Denivaldo C. P. Lopes & Audálio R. Torres Junior & Francisco L. A. N, 2023. "Assessing Economic Complementarity in Wind–Solar Hybrid Power Plants Connected to the Brazilian Grid," Sustainability, MDPI, vol. 15(11), pages 1-20, May.
    18. Gustavo Adolfo Gómez-Ramírez & Carlos Meza & Gonzalo Mora-Jiménez & José Rodrigo Rojas Morales & Luis García-Santander, 2023. "The Central American Power System: Achievements, Challenges, and Opportunities for a Green Transition," Energies, MDPI, vol. 16(11), pages 1-20, May.
    19. Mahfoud, Rabea Jamil & Alkayem, Nizar Faisal & Zhang, Yuquan & Zheng, Yuan & Sun, Yonghui & Alhelou, Hassan Haes, 2023. "Optimal operation of pumped hydro storage-based energy systems: A compendium of current challenges and future perspectives," Renewable and Sustainable Energy Reviews, Elsevier, vol. 178(C).
    20. Antun Meglic & Ranko Goic, 2022. "Impact of Time Resolution on Curtailment Losses in Hybrid Wind-Solar PV Plants," Energies, MDPI, vol. 15(16), pages 1-26, August.

    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:240:y:2025:i:c:s0960148124021256. 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.