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A decentralized approach for time-of-use network utilization pricing in peer-to-peer energy markets

Author

Listed:
  • Liu, Yun
  • Gao, Yunqiang
  • Borghetti, Alberto
  • Li, Yuanzheng
  • Gooi, Hoay Beng
  • Sun, Chao
  • Wu, Ting
  • Zhu, Jizhong

Abstract

In an established peer-to-peer (P2P) energy market, network utilization fees should be charged by the distribution network service provider (DNSP) to sustain the operation and maintenance of active distribution networks. However, the understanding on how to rationally determine appropriate network utilization prices (NUPs) that are sufficient for the development of the power distribution infrastructure is lacking. To fill this gap, a decentralized approach for optimal time-of-use (TOU) NUPs is developed for day-ahead P2P energy markets. First, the interaction between the DNSP and multiple prosumers is modeled as a bi-level Stackelberg-generalized Nash game, with the DNSP acting as the leader to determine the TOU NUPs, while the prosumers follow P2P energy trading. Subsequently, a decentralized joint trading approach is developed in which the DNSP updates the TOU NUPs based on an approximate gradient ascent (AGA) method via gradient sampling, and the prosumers respond with optimal P2P energy trading via price negotiation. These two processes can recursively converge to a market equilibrium. Finally, a directional gradient guidance heuristic module is developed to accelerate the convergence performance of the joint trading process. Various case studies on a standard IEEE test feeder comprising ten prosumers are performed to validate the effectiveness and efficiency of the proposed approach.

Suggested Citation

  • Liu, Yun & Gao, Yunqiang & Borghetti, Alberto & Li, Yuanzheng & Gooi, Hoay Beng & Sun, Chao & Wu, Ting & Zhu, Jizhong, 2024. "A decentralized approach for time-of-use network utilization pricing in peer-to-peer energy markets," Applied Energy, Elsevier, vol. 361(C).
    • Handle: RePEc:eee:appene:v:361:y:2024:i:c:s0306261924003027
    DOI: 10.1016/j.apenergy.2024.122919
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    References listed on IDEAS

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    1. Umer, Khalid & Huang, Qi & Khorasany, Mohsen & Afzal, Muhammad & Amin, Waqas, 2021. "A novel communication efficient peer-to-peer energy trading scheme for enhanced privacy in microgrids," Applied Energy, Elsevier, vol. 296(C).
    2. Dong, Jingya & Song, Chunhe & Liu, Shuo & Yin, Huanhuan & Zheng, Hao & Li, Yuanjian, 2022. "Decentralized peer-to-peer energy trading strategy in energy blockchain environment: A game-theoretic approach," Applied Energy, Elsevier, vol. 325(C).
    3. Soto, Esteban A. & Bosman, Lisa B. & Wollega, Ebisa & Leon-Salas, Walter D., 2021. "Peer-to-peer energy trading: A review of the literature," Applied Energy, Elsevier, vol. 283(C).
    4. Tushar, Wayes & Yuen, Chau & Saha, Tapan K. & Morstyn, Thomas & Chapman, Archie C. & Alam, M. Jan E. & Hanif, Sarmad & Poor, H. Vincent, 2021. "Peer-to-peer energy systems for connected communities: A review of recent advances and emerging challenges," Applied Energy, Elsevier, vol. 282(PA).
    5. Azim, M. Imran & Tushar, Wayes & Saha, Tapan K., 2021. "Cooperative negawatt P2P energy trading for low-voltage distribution networks," Applied Energy, Elsevier, vol. 299(C).
    6. Zheng, Boshen & Wei, Wei & Chen, Yue & Wu, Qiuwei & Mei, Shengwei, 2022. "A peer-to-peer energy trading market embedded with residential shared energy storage units," Applied Energy, Elsevier, vol. 308(C).
    7. Rajabi, A. & Elphick, S. & David, J. & Pors, A. & Robinson, D., 2022. "Innovative approaches for assessing and enhancing the hosting capacity of PV-rich distribution networks: An Australian perspective," Renewable and Sustainable Energy Reviews, Elsevier, vol. 161(C).
    8. Ansarin, Mohammad & Ghiassi-Farrokhfal, Yashar & Ketter, Wolfgang & Collins, John, 2022. "A review of equity in electricity tariffs in the renewable energy era," Renewable and Sustainable Energy Reviews, Elsevier, vol. 161(C).
    9. Ghadi, M. Jabbari & Ghavidel, Sahand & Rajabi, Amin & Azizivahed, Ali & Li, Li & Zhang, Jiangfeng, 2019. "A review on economic and technical operation of active distribution systems," Renewable and Sustainable Energy Reviews, Elsevier, vol. 104(C), pages 38-53.
    10. Sousa, Tiago & Soares, Tiago & Pinson, Pierre & Moret, Fabio & Baroche, Thomas & Sorin, Etienne, 2019. "Peer-to-peer and community-based markets: A comprehensive review," Renewable and Sustainable Energy Reviews, Elsevier, vol. 104(C), pages 367-378.
    11. Wei, Chun & Shen, Zhuzheng & Xiao, Dongliang & Wang, Licheng & Bai, Xiaoqing & Chen, Haoyong, 2021. "An optimal scheduling strategy for peer-to-peer trading in interconnected microgrids based on RO and Nash bargaining," Applied Energy, Elsevier, vol. 295(C).
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