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Co-optimized trading strategy of a renewable energy aggregator in electricity and green certificates markets

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  • Dimitriadis, Christos N.
  • Tsimopoulos, Evangelos G.
  • Georgiadis, Michael C.

Abstract

As the presence of renewable energy sources in the energy and derivatives markets grows, the need to develop comprehensive mathematical frameworks to study their dominant position in the market becomes greater. This work provides a bi-level mathematical model to derive the optimal trading strategies for a strategic renewable energy aggregator, exerting market power in a joint auction-based electricity and green certificates market. The upper-level problem aims at maximizing strategic player's expected profits, while the two lower-level problems represent the sequential day-ahead electricity and green certificates market clearing mechanism, respectively. The bi-level model is initially reformulated into a mathematical program with equilibrium constraints (MPEC), employing the Karush-Kuhn-Tucker conditions and strong duality theory, and is further recast into a mixed integer linear program (MILP). The proposed approach is first applied to a Pennsylvania-New Jersey-Maryland (PJM) 5-bus transmission constrained power network and then to a modified IEEE 24-bus system to illustrate its computational efficiency and applicability in a real-life case study. Numerical simulations determine electricity and green certificates clearing prices and optimal trading plan for the strategic renewable aggregator in order to maximize its expected profits, under plausible power network congestion.

Suggested Citation

  • Dimitriadis, Christos N. & Tsimopoulos, Evangelos G. & Georgiadis, Michael C., 2024. "Co-optimized trading strategy of a renewable energy aggregator in electricity and green certificates markets," Renewable Energy, Elsevier, vol. 236(C).
    • Handle: RePEc:eee:renene:v:236:y:2024:i:c:s096014812401512x
    DOI: 10.1016/j.renene.2024.121444
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    References listed on IDEAS

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    1. Pineda, Salvador & Bock, Andreas, 2016. "Renewable-based generation expansion under a green certificate market," Renewable Energy, Elsevier, vol. 91(C), pages 53-63.
    2. Li, Xiao & Liu, Pan & Cheng, Lei & Cheng, Qian & Zhang, Wei & Xu, Shitian & Zheng, Yalian, 2023. "Strategic bidding for a hydro-wind-photovoltaic hybrid system considering the profit beyond forecast time," Renewable Energy, Elsevier, vol. 204(C), pages 277-289.
    3. Dimitriadis, Christos N. & Tsimopoulos, Evangelos G. & Georgiadis, Michael C., 2022. "Strategic bidding of an energy storage agent in a joint energy and reserve market under stochastic generation," Energy, Elsevier, vol. 242(C).
    4. Christos N. Dimitriadis & Evangelos G. Tsimopoulos & Michael C. Georgiadis, 2021. "A Review on the Complementarity Modelling in Competitive Electricity Markets," Energies, MDPI, vol. 14(21), pages 1-27, November.
    5. Hulshof, Daan & Jepma, Catrinus & Mulder, Machiel, 2019. "Performance of markets for European renewable energy certificates," Energy Policy, Elsevier, vol. 128(C), pages 697-710.
    6. Ordoudis, Christos & Pinson, Pierre & Morales, Juan M., 2019. "An Integrated Market for Electricity and Natural Gas Systems with Stochastic Power Producers," European Journal of Operational Research, Elsevier, vol. 272(2), pages 642-654.
    7. Lei, Xu & Xin-gang, Zhao, 2023. "The synergistic effect between Renewable Portfolio Standards and carbon emission trading system: A perspective of China," Renewable Energy, Elsevier, vol. 211(C), pages 1010-1023.
    8. Irfan, Mohd, 2021. "Integration between electricity and renewable energy certificate (REC) markets: Factors influencing the solar and non-solar REC in India," Renewable Energy, Elsevier, vol. 179(C), pages 65-74.
    9. Dimitriadis, Christos N. & Tsimopoulos, Evangelos G. & Georgiadis, Michael C., 2023. "Optimal bidding strategy of a gas-fired power plant in interdependent low-carbon electricity and natural gas markets," Energy, Elsevier, vol. 277(C).
    10. Chen, Zhonglu & Umar, Muhammad & Su, Chi-Wei & Mirza, Nawazish, 2023. "Renewable energy, credit portfolios and intermediation spread: Evidence from the banking sector in BRICS," Renewable Energy, Elsevier, vol. 208(C), pages 561-566.
    11. Nguyen, Hieu T. & Felder, Frank A., 2020. "Generation expansion planning with renewable energy credit markets: A bilevel programming approach," Applied Energy, Elsevier, vol. 276(C).
    12. Hustveit, Magne & Frogner, Jens Sveen & Fleten, Stein-Erik, 2017. "Tradable green certificates for renewable support: The role of expectations and uncertainty," Energy, Elsevier, vol. 141(C), pages 1717-1727.
    13. Gupta, Sandeep Kumar & Purohit, Pallav, 2013. "Renewable energy certificate mechanism in India: A preliminary assessment," Renewable and Sustainable Energy Reviews, Elsevier, vol. 22(C), pages 380-392.
    14. Safarzadeh, Soroush & Hafezalkotob, Ashkan & Jafari, Hamed, 2022. "Energy supply chain empowerment through tradable green and white certificates: A pathway to sustainable energy generation," Applied Energy, Elsevier, vol. 323(C).
    15. Liu, Dewen & Luo, Zhao & Qin, Jinghui & Wang, Hua & Wang, Gang & Li, Zhao & Zhao, Weijie & Shen, Xin, 2023. "Low-carbon dispatch of multi-district integrated energy systems considering carbon emission trading and green certificate trading," Renewable Energy, Elsevier, vol. 218(C).
    16. Laia, R. & Pousinho, H.M.I. & Melíco, R. & Mendes, V.M.F., 2016. "Bidding strategy of wind-thermal energy producers," Renewable Energy, Elsevier, vol. 99(C), pages 673-681.
    17. Sun, Guoqiang & Shen, Sichen & Chen, Sheng & Zhou, Yizhou & Wei, Zhinong, 2022. "Bidding strategy for a prosumer aggregator with stochastic renewable energy production in energy and reserve markets," Renewable Energy, Elsevier, vol. 191(C), pages 278-290.
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