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A two-stage low-carbon economic coordinated dispatching model for generation-load-storage resources considering flexible supply-demand balance

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  • Zhang, Yuanyuan
  • Zhao, Huiru
  • Qi, Ze
  • Li, Bingkang

Abstract

With the changes in energy structure and system configuration, the uncertainty on both the supply and demand sides of the power system will significantly increase. The approach of increasing reserves to cope with the uncertainty is becoming unsustainable both technically and economically. It is necessary to accurately characterize system flexibility and propose flexibility-oriented dispatching optimization strategies. Based on this, this paper conducts research on the evaluation system for flexibility supply-demand balance and the coordinated optimization dispatch strategy of generation-load-storage resources. Firstly, a flexibility demand-supply balance evaluation system is proposed, which covers the quantification of flexibility demand, the quantification of flexibility supply capability, and the design of flexibility metrics. Secondly, a two-stage optimization dispatching model for generation-load-storage resources is constructed. In stage 1, the optimization obtains the operating power of generation, load and storage resources to meet the load demand, while in stage 2, the flexibility supply potential is considered to optimize the redispatch power of the flexibility resources to meet the flexibility demand. Finally, simulations are conducted in a typical industrial park with generation, load, and storage resources, and the results show: 1) The quantification of flexibility demand based on the polytope form is more accurate, ensuring that the obtained flexibility supply-demand balance evaluation results can effectively support system flexibility dispatching; 2) Compared with the traditional dispatching strategy that consider reserve capacity, the operational cost of the dispatching strategy considering flexibility supply-demand characteristics in this paper decreased by 3.31%, environmental costs decreased by 4.56%, and the penalty cost for flexibility deficiency decreased by 17.37%. The research results can leverage the synergistic effect of generation -load-storage resources, achieving a scientific balance between the economy, low-carbon, and adequacy of the generation-load-storage system, and provide a scientific approach for considering flexible supply-demand balance in the power system dispatching, supporting the stable and sustainable operation of the high-penetration new energy system.

Suggested Citation

  • Zhang, Yuanyuan & Zhao, Huiru & Qi, Ze & Li, Bingkang, 2024. "A two-stage low-carbon economic coordinated dispatching model for generation-load-storage resources considering flexible supply-demand balance," Applied Energy, Elsevier, vol. 373(C).
    • Handle: RePEc:eee:appene:v:373:y:2024:i:c:s0306261924013643
    DOI: 10.1016/j.apenergy.2024.123981
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    References listed on IDEAS

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    1. Oree, Vishwamitra & Sayed Hassen, Sayed Z., 2016. "A composite metric for assessing flexibility available in conventional generators of power systems," Applied Energy, Elsevier, vol. 177(C), pages 683-691.
    2. Papaefthymiou, Georgios & Haesen, Edwin & Sach, Thobias, 2018. "Power System Flexibility Tracker: Indicators to track flexibility progress towards high-RES systems," Renewable Energy, Elsevier, vol. 127(C), pages 1026-1035.
    3. Bai, Xueyan & Fan, Yanfang & Hou, Junjie & Liu, Junyi, 2023. "Evaluation method of renewable energy flexibility confidence capacity under different penetration rates," Energy, Elsevier, vol. 281(C).
    4. Huber, Matthias & Dimkova, Desislava & Hamacher, Thomas, 2014. "Integration of wind and solar power in Europe: Assessment of flexibility requirements," Energy, Elsevier, vol. 69(C), pages 236-246.
    5. Guo, Zheyu & Zheng, Yanan & Li, Gengyin, 2020. "Power system flexibility quantitative evaluation based on improved universal generating function method: A case study of Zhangjiakou," Energy, Elsevier, vol. 205(C).
    6. Ding, Zhetong & Li, Yaping & Zhang, Kaifeng & Peng, Jimmy Chih-Hsien, 2024. "Two-stage dynamic aggregation involving flexible resource composition and coordination based on submodular optimization," Applied Energy, Elsevier, vol. 360(C).
    7. Yamujala, Sumanth & Kushwaha, Priyanka & Jain, Anjali & Bhakar, Rohit & Wu, Jianzhong & Mathur, Jyotirmay, 2021. "A stochastic multi-interval scheduling framework to quantify operational flexibility in low carbon power systems," Applied Energy, Elsevier, vol. 304(C).
    8. Yasuda, Yoh & Carlini, Enrico Maria & Estanqueiro, Ana & Eriksen, Peter Børre & Flynn, Damian & Herre, Lars Finn & Hodge, Bri-Mathias & Holttinen, Hannele & Koivisto, Matti Juhani & Gómez-Lózaro, Emil, 2023. "Flexibility chart 2.0: An accessible visual tool to evaluate flexibility resources in power systems," Renewable and Sustainable Energy Reviews, Elsevier, vol. 174(C).
    9. Heggarty, Thomas & Bourmaud, Jean-Yves & Girard, Robin & Kariniotakis, Georges, 2019. "Multi-temporal assessment of power system flexibility requirement," Applied Energy, Elsevier, vol. 238(C), pages 1327-1336.
    10. Maeder, Mattia & Weiss, Olga & Boulouchos, Konstantinos, 2021. "Assessing the need for flexibility technologies in decarbonized power systems: A new model applied to Central Europe," Applied Energy, Elsevier, vol. 282(PA).
    11. Lechl, Michael & Fürmann, Tim & de Meer, Hermann & Weidlich, Anke, 2023. "A review of models for energy system flexibility requirements and potentials using the new FLEXBLOX taxonomy," Renewable and Sustainable Energy Reviews, Elsevier, vol. 184(C).
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