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Hybrid solar PV-wind-battery system bidding optimisation: A case study for the Iberian and Italian liberalised electricity markets

Author

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  • Graça Gomes, João
  • Jiang, Juan
  • Chong, Cheng Tung
  • Telhada, João
  • Zhang, Xu
  • Sammarchi, Sergio
  • Wang, Shuyang
  • Lin, Yu
  • Li, Jialong

Abstract

The coupling of electrical batteries with variable renewable power generation can increase the production flexibility and revenue of power plant operators. This study focuses on developing an optimisation model to manage the operational revenue of a renewable power unit comprising a wind farm, solar photovoltaic (PV) power plant, and electrical battery. The power system integration was conducted by formulating a mixed-integer linear programme to schedule the day-ahead operation of the renewable power unit in two liberalised power markets: the Italian and Iberian day-ahead power markets. Several scenarios and case studies have been analysed to assess the value of storage for revenue maximisation. The proposed methodology results reveal that the average yearly net revenue of the hybrid PV-wind-storage power plant can increase by 4% compared to the standalone operation of the wind and solar PV power plants. Additionally, the results indicate that in the markets analysed the coupling of storage to wind power generates a higher revenue than coupling storage systems with solar power. The study demonstrated a correlation between the increase in revenue and the capacity installed in the battery and concluded that the use of hybrid VRE storage systems would be feasible in the Iberian Peninsula and Italy for battery installation costs ranging from €14,804/MW to €38,267/MW.

Suggested Citation

  • Graça Gomes, João & Jiang, Juan & Chong, Cheng Tung & Telhada, João & Zhang, Xu & Sammarchi, Sergio & Wang, Shuyang & Lin, Yu & Li, Jialong, 2023. "Hybrid solar PV-wind-battery system bidding optimisation: A case study for the Iberian and Italian liberalised electricity markets," Energy, Elsevier, vol. 263(PD).
  • Handle: RePEc:eee:energy:v:263:y:2023:i:pd:s0360544222029292
    DOI: 10.1016/j.energy.2022.126043
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    References listed on IDEAS

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    1. Stagnaro, Carlo & Amenta, Carlo & Di Croce, Giulia & Lavecchia, Luciano, 2020. "Managing the liberalization of Italy's retail electricity market: A policy proposal☆," Energy Policy, Elsevier, vol. 137(C).
    2. Lazzeroni, Paolo & Moretti, Francesco & Stirano, Federico, 2020. "Economic potential of PV for Italian residential end-users," Energy, Elsevier, vol. 200(C).
    3. 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.
    4. Antweiler, Werner & Muesgens, Felix, 2021. "On the long-term merit order effect of renewable energies," Energy Economics, Elsevier, vol. 99(C).
    5. Xu, Xiao & Hu, Weihao & Cao, Di & Huang, Qi & Liu, Zhou & Liu, Wen & Chen, Zhe & Blaabjerg, Frede, 2020. "Scheduling of wind-battery hybrid system in the electricity market using distributionally robust optimization," Renewable Energy, Elsevier, vol. 156(C), pages 47-56.
    6. Tianguang Lu & Peter Sherman & Xinyu Chen & Shi Chen & Xi Lu & Michael McElroy, 2020. "India’s potential for integrating solar and on- and offshore wind power into its energy system," Nature Communications, Nature, vol. 11(1), pages 1-10, December.
    7. Zalzar, Shaghayegh & Bompard, Ettore & Purvins, Arturs & Masera, Marcelo, 2020. "The impacts of an integrated European adjustment market for electricity under high share of renewables," Energy Policy, Elsevier, vol. 136(C).
    8. Peng, Donna & Poudineh, Rahmatallah, 2019. "Electricity market design under increasing renewable energy penetration: Misalignments observed in the European Union," Utilities Policy, Elsevier, vol. 61(C).
    9. Lamp, Stefan & Samano, Mario, 2022. "Large-scale battery storage, short-term market outcomes, and arbitrage," Energy Economics, Elsevier, vol. 107(C).
    10. Silva, Hugo Gonçalves & Abreu, Edgar F.M. & Lopes, Francis M. & Cavaco, Afonso & Canhoto, Paulo & Neto, Jorge & Collares-Pereira, Manuel, 2020. "Solar Irradiation Data Processing using estimator MatriceS (SIMS) validated for Portugal (southern Europe)," Renewable Energy, Elsevier, vol. 147(P1), pages 515-528.
    11. Coester, Andreas & Hofkes, Marjan W. & Papyrakis, Elissaios, 2020. "Economic analysis of batteries: Impact on security of electricity supply and renewable energy expansion in Germany," Applied Energy, Elsevier, vol. 275(C).
    12. Ishizaki, Takayuki & Koike, Masakazu & Yamaguchi, Nobuyuki & Ueda, Yuzuru & Imura, Jun-ichi, 2020. "Day-ahead energy market as adjustable robust optimization: Spatio-temporal pricing of dispatchable generators, storage batteries, and uncertain renewable resources," Energy Economics, Elsevier, vol. 91(C).
    13. Clò, Stefano & Cataldi, Alessandra & Zoppoli, Pietro, 2015. "The merit-order effect in the Italian power market: The impact of solar and wind generation on national wholesale electricity prices," Energy Policy, Elsevier, vol. 77(C), pages 79-88.
    14. Ferreira, Helder Lopes & Garde, Raquel & Fulli, Gianluca & Kling, Wil & Lopes, Joao Pecas, 2013. "Characterisation of electrical energy storage technologies," Energy, Elsevier, vol. 53(C), pages 288-298.
    15. Costa-Campi, Maria Teresa & Daví-Arderius, Daniel & Trujillo-Baute, Elisa, 2018. "The economic impact of electricity losses," Energy Economics, Elsevier, vol. 75(C), pages 309-322.
    16. Abdelshafy, Alaaeldin M. & Jurasz, Jakub & Hassan, Hamdy & Mohamed, Abdelfatah M., 2020. "Optimized energy management strategy for grid connected double storage (pumped storage-battery) system powered by renewable energy resources," Energy, Elsevier, vol. 192(C).
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