IDEAS home Printed from https://ideas.repec.org/a/gam/jeners/v18y2025i7p1871-d1629795.html
   My bibliography  Save this article

Evaluating the Balancing Properties of Wind and Solar Photovoltaic System Production

Author

Listed:
  • Riho Meister

    (Institute of Forestry and Engineering, Estonian University of Life Sciences, 51006 Tartu, Estonia)

  • Wahiba Yaïci

    (CanmetEnergy Research Centre, Natural Resources Canada, 1 Haanel Drive, Ottawa, ON K1A1M1, Canada)

  • Reza Moezzi

    (Faculty of Mechatronics, Informatics and Interdisciplinary Studies, Technical University of Liberec, 461 17 Liberec, Czech Republic
    Association of Talent Under Liberty in Technology (TULTECH), Sopruse Pst, 10615 Tallinn, Estonia)

  • Mohammad Gheibi

    (Association of Talent Under Liberty in Technology (TULTECH), Sopruse Pst, 10615 Tallinn, Estonia
    Institute for Nanomaterials, Advanced Technologies and Innovation, Technical University of Liberec, Studentská 1402/2, 461 17 Liberec, Czech Republic)

  • Külli Hovi

    (Institute of Forestry and Engineering, Estonian University of Life Sciences, 51006 Tartu, Estonia)

  • Andres Annuk

    (Institute of Forestry and Engineering, Estonian University of Life Sciences, 51006 Tartu, Estonia)

Abstract

This research evaluates how wind and solar PV systems balance together. Increasing the share of stochastic renewable energy production in electricity and hot turning reserve deficit are welcome compensation issues. This research used weather station data from an open seashore from the last 10 years, 2014–2023, on the Estonian island Saaremaa’s west coast to evaluate yearly fluctuations. We used the indicator demand cover factor to estimate the coincidence of wind generation and solar PV system electricity. For clarity, the initial data were prepared by assuming the equality of production and consumption annual data by scaling the obtained data. This study demonstrates that the best compensating possibilities are the share of wind generation and solar PV electricity mix, respectively, equal to 0.7/0.3 and 0.8/0.2, reaching a demand cover factor of 0.62. This study evaluated the demand cover factor’s dependence on increased production compared to consumption. This study used different batteries to research the influence of these demand cover factors. Furthermore, this research makes a significant contribution by showcasing how to turn weather station data into real wind generator and PV panel production data.

Suggested Citation

  • Riho Meister & Wahiba Yaïci & Reza Moezzi & Mohammad Gheibi & Külli Hovi & Andres Annuk, 2025. "Evaluating the Balancing Properties of Wind and Solar Photovoltaic System Production," Energies, MDPI, vol. 18(7), pages 1-16, April.
  • Handle: RePEc:gam:jeners:v:18:y:2025:i:7:p:1871-:d:1629795
    as

    Download full text from publisher

    File URL: https://www.mdpi.com/1996-1073/18/7/1871/pdf
    Download Restriction: no

    File URL: https://www.mdpi.com/1996-1073/18/7/1871/
    Download Restriction: no
    ---><---

    References listed on IDEAS

    as
    1. Chaymae Boubii & Ismail El Kafazi & Rachid Bannari & Brahim El Bhiri & Badre Bossoufi & Hossam Kotb & Kareem M. AboRas & Ahmed Emara & Badr Nasiri, 2024. "Synergizing Wind and Solar Power: An Advanced Control System for Grid Stability," Sustainability, MDPI, vol. 16(2), pages 1-44, January.
    2. Silva, Ana R. & Pousinho, H.M.I. & Estanqueiro, Ana, 2022. "A multistage stochastic approach for the optimal bidding of variable renewable energy in the day-ahead, intraday and balancing markets," Energy, Elsevier, vol. 258(C).
    3. Alexander Kies & Bruno U. Schyska & Lueder Von Bremen, 2016. "The Demand Side Management Potential to Balance a Highly Renewable European Power System," Energies, MDPI, vol. 9(11), pages 1-14, November.
    4. Alberto Benato & Francesco De Vanna & Anna Stoppato, 2022. "Levelling the Photovoltaic Power Profile with the Integrated Energy Storage System," Energies, MDPI, vol. 15(24), pages 1-21, December.
    5. Chen, Yi-kuang & Kirkerud, Jon Gustav & Bolkesjø, Torjus Folsland, 2022. "Balancing GHG mitigation and land-use conflicts: Alternative Northern European energy system scenarios," Applied Energy, Elsevier, vol. 310(C).
    6. Fasihi, Mahdi & Weiss, Robert & Savolainen, Jouni & Breyer, Christian, 2021. "Global potential of green ammonia based on hybrid PV-wind power plants," Applied Energy, Elsevier, vol. 294(C).
    7. Jiang, Haiyang & Du, Ershun & He, Boyu & Zhang, Ning & Wang, Peng & Li, Fuqiang & Ji, Jie, 2023. "Analysis and modeling of seasonal characteristics of renewable energy generation," Renewable Energy, Elsevier, vol. 219(P1).
    8. Coles, Daniel & Wray, Bevan & Stevens, Rob & Crawford, Scott & Pennock, Shona & Miles, Jon, 2023. "Impacts of tidal stream power on energy system security: An Isle of Wight case study," Applied Energy, Elsevier, vol. 334(C).
    9. Abbas Shah Syed & Aron Patrick & Adrian Lauf & Adel Elmaghraby, 2024. "Assessing the Complementarity of Wind and Solar Energy in Kentucky," Energies, MDPI, vol. 17(13), pages 1-15, July.
    10. Hakim Laid Mouloud Benhacene & Asaad Mubarak Hussien, 2025. "The Impact of Adopting Renewable Energy Resources on Sustainable Development in Saudi Arabia: A Qualitative View," Sustainability, MDPI, vol. 17(2), pages 1-22, January.
    11. Vanhoudt, D. & Geysen, D. & Claessens, B. & Leemans, F. & Jespers, L. & Van Bael, J., 2014. "An actively controlled residential heat pump: Potential on peak shaving and maximization of self-consumption of renewable energy," Renewable Energy, Elsevier, vol. 63(C), pages 531-543.
    12. Sameer Al-Dahidi & Osama Ayadi & Jehad Adeeb & Mohammad Alrbai & Bashar R. Qawasmeh, 2018. "Extreme Learning Machines for Solar Photovoltaic Power Predictions," Energies, MDPI, vol. 11(10), pages 1-18, October.
    13. Frank, Christopher & Fiedler, Stephanie & Crewell, Susanne, 2021. "Balancing potential of natural variability and extremes in photovoltaic and wind energy production for European countries," Renewable Energy, Elsevier, vol. 163(C), pages 674-684.
    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. Oyewo, Ayobami Solomon & Solomon, A.A. & Bogdanov, Dmitrii & Aghahosseini, Arman & Mensah, Theophilus Nii Odai & Ram, Manish & Breyer, Christian, 2021. "Just transition towards defossilised energy systems for developing economies: A case study of Ethiopia," Renewable Energy, Elsevier, vol. 176(C), pages 346-365.
    2. Ives, Matthew & Cesaro, Zac & Bramstoft, Rasmus & Bañares-Alcántara, René, 2023. "Facilitating deep decarbonization via sector coupling of green hydrogen and ammonia," INET Oxford Working Papers 2023-04, Institute for New Economic Thinking at the Oxford Martin School, University of Oxford.
    3. Ahmed, R. & Sreeram, V. & Mishra, Y. & Arif, M.D., 2020. "A review and evaluation of the state-of-the-art in PV solar power forecasting: Techniques and optimization," Renewable and Sustainable Energy Reviews, Elsevier, vol. 124(C).
    4. Reza Fachrizal & Joakim Munkhammar, 2020. "Improved Photovoltaic Self-Consumption in Residential Buildings with Distributed and Centralized Smart Charging of Electric Vehicles," Energies, MDPI, vol. 13(5), pages 1-19, March.
    5. Barbón, A. & Fortuny Ayuso, P. & Bayón, L. & Silva, C.A., 2023. "Experimental and numerical investigation of the influence of terrain slope on the performance of single-axis trackers," Applied Energy, Elsevier, vol. 348(C).
    6. Campion, Nicolas & Gutiérrez-Alvarez, Raúl & Bruce, José Tomás Figueroa & Münster, Marie, 2024. "The potential role of concentrated solar power for off-grid green hydrogen and ammonia production," Renewable Energy, Elsevier, vol. 236(C).
    7. Mariz B. Arias & Sungwoo Bae, 2020. "Design Models for Power Flow Management of a Grid-Connected Solar Photovoltaic System with Energy Storage System," Energies, MDPI, vol. 13(9), pages 1-14, April.
    8. Rezaei, Mostafa & Akimov, Alexandr & Gray, Evan MacA., 2024. "Techno-economics of renewable hydrogen export: A case study for Australia-Japan," Applied Energy, Elsevier, vol. 374(C).
    9. Nagel, Niels Oliver & Jåstad, Eirik Ogner & Martinsen, Thomas, 2024. "The grid benefits of vehicle-to-grid in Norway and Denmark: An analysis of home- and public parking potentials," Energy, Elsevier, vol. 293(C).
    10. Laura Canale & Anna Rita Di Fazio & Mario Russo & Andrea Frattolillo & Marco Dell’Isola, 2021. "An Overview on Functional Integration of Hybrid Renewable Energy Systems in Multi-Energy Buildings," Energies, MDPI, vol. 14(4), pages 1-33, February.
    11. Lopez, Gabriel & Galimova, Tansu & Fasihi, Mahdi & Bogdanov, Dmitrii & Breyer, Christian, 2023. "Towards defossilised steel: Supply chain options for a green European steel industry," Energy, Elsevier, vol. 273(C).
    12. Abidin Kemeç & Ayşenur Tarakcıoglu Altınay, 2023. "Sustainable Energy Research Trend: A Bibliometric Analysis Using VOSviewer, RStudio Bibliometrix, and CiteSpace Software Tools," Sustainability, MDPI, vol. 15(4), pages 1-21, February.
    13. Zhao, Fei & Li, Yalou & Zhou, Xiaoxin & Wang, Dandan & Wei, Yawei & Li, Fang, 2023. "Co-optimization of decarbonized operation of coal-fired power plants and seasonal storage based on green ammonia co-firing," Applied Energy, Elsevier, vol. 341(C).
    14. Thygesen, Richard & Karlsson, Björn, 2016. "Simulation of a proposed novel weather forecast control for ground source heat pumps as a mean to evaluate the feasibility of forecast controls’ influence on the photovoltaic electricity self-consumpt," Applied Energy, Elsevier, vol. 164(C), pages 579-589.
    15. Lopes, Rui Amaral & Martins, João & Aelenei, Daniel & Lima, Celson Pantoja, 2016. "A cooperative net zero energy community to improve load matching," Renewable Energy, Elsevier, vol. 93(C), pages 1-13.
    16. Meng, Qinglong & Wei, Ying'an & Fan, Jingjing & Li, Yanbo & Zhao, Fan & Lei, Yu & Sun, Hang & Jiang, Le & Yu, Lingli, 2024. "Peak regulation strategies for ground source heat pump demand response of based on load forecasting: A case study of rural building in China," Renewable Energy, Elsevier, vol. 224(C).
    17. Luthander, Rasmus & Nilsson, Annica M. & Widén, Joakim & Åberg, Magnus, 2019. "Graphical analysis of photovoltaic generation and load matching in buildings: A novel way of studying self-consumption and self-sufficiency," Applied Energy, Elsevier, vol. 250(C), pages 748-759.
    18. Xiong, Kang & Hu, Weihao & Cao, Di & Li, Sichen & Zhang, Guozhou & Liu, Wen & Huang, Qi & Chen, Zhe, 2023. "Coordinated energy management strategy for multi-energy hub with thermo-electrochemical effect based power-to-ammonia: A multi-agent deep reinforcement learning enabled approach," Renewable Energy, Elsevier, vol. 214(C), pages 216-232.
    19. Jurasz, Jakub & Dąbek, Paweł B. & Kaźmierczak, Bartosz & Kies, Alexander & Wdowikowski, Marcin, 2018. "Large scale complementary solar and wind energy sources coupled with pumped-storage hydroelectricity for Lower Silesia (Poland)," Energy, Elsevier, vol. 161(C), pages 183-192.
    20. Yan Lu & Bo Ning & Pengyun Geng & Yan Li & Jiajie Kong, 2025. "Research on the Current Status and Key Issues of China’s Green Electricity Trading Development," Energies, MDPI, vol. 18(7), pages 1-21, March.

    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:gam:jeners:v:18:y:2025:i:7:p:1871-:d:1629795. 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: MDPI Indexing Manager (email available below). General contact details of provider: https://www.mdpi.com .

    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.