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A multi-time-scale autonomous energy trading framework within distribution networks based on blockchain

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  • Wu, Yiqian
  • Zhang, Xuan
  • Sun, Hongbin

Abstract

The deregulation of the power industry leads to a deeper penetration of prosumers directly participating in electricity transactions. Local energy trading can mobilize social cooperation and enhance the resilience within the trading system. In this paper, a blockchain-based multi-time-scale autonomous energy trading system within distribution networks is introduced and evaluated. The energy trading mechanism consists of three stages: the day-ahead stage focuses on main load dispatching and on/off decisions; the real-time stage corrects the prediction errors; the energy trading stage completes energy tracking and employs a model predictive control strategy to mitigate uncertainties and improve system performance. From the space perspective, energy management is conducted hierarchically and distributively by central and building energy management systems. For the scheduling process, the heterogeneous consumer preferences, load characteristics and demand flexibility are reflected in the system model. Regarding the clearing process, the nodal clearing prices are determined based on loss allocation, and the settlement results are recorded through blockchain onto the distributed ledgers. Finally, the proposed autonomous energy trading mechanism is verified on the IEEE 13-bus distribution network and investigated with sensitivity analysis.

Suggested Citation

  • Wu, Yiqian & Zhang, Xuan & Sun, Hongbin, 2021. "A multi-time-scale autonomous energy trading framework within distribution networks based on blockchain," Applied Energy, Elsevier, vol. 287(C).
  • Handle: RePEc:eee:appene:v:287:y:2021:i:c:s0306261921001070
    DOI: 10.1016/j.apenergy.2021.116560
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    References listed on IDEAS

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    1. B. S. He & H. Yang & S. L. Wang, 2000. "Alternating Direction Method with Self-Adaptive Penalty Parameters for Monotone Variational Inequalities," Journal of Optimization Theory and Applications, Springer, vol. 106(2), pages 337-356, August.
    2. Mengelkamp, Esther & Gärttner, Johannes & Rock, Kerstin & Kessler, Scott & Orsini, Lawrence & Weinhardt, Christof, 2018. "Designing microgrid energy markets," Applied Energy, Elsevier, vol. 210(C), pages 870-880.
    3. Andoni, Merlinda & Robu, Valentin & Flynn, David & Abram, Simone & Geach, Dale & Jenkins, David & McCallum, Peter & Peacock, Andrew, 2019. "Blockchain technology in the energy sector: A systematic review of challenges and opportunities," Renewable and Sustainable Energy Reviews, Elsevier, vol. 100(C), pages 143-174.
    4. Li, Yinan & Yang, Wentao & He, Ping & Chen, Chang & Wang, Xiaonan, 2019. "Design and management of a distributed hybrid energy system through smart contract and blockchain," Applied Energy, Elsevier, vol. 248(C), pages 390-405.
    5. Wang, Qi & Zhang, Chunyu & Ding, Yi & Xydis, George & Wang, Jianhui & Østergaard, Jacob, 2015. "Review of real-time electricity markets for integrating Distributed Energy Resources and Demand Response," Applied Energy, Elsevier, vol. 138(C), pages 695-706.
    6. 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.
    7. Lidula, N.W.A. & Rajapakse, A.D., 2011. "Microgrids research: A review of experimental microgrids and test systems," Renewable and Sustainable Energy Reviews, Elsevier, vol. 15(1), pages 186-202, January.
    8. Noor, Sana & Yang, Wentao & Guo, Miao & van Dam, Koen H. & Wang, Xiaonan, 2018. "Energy Demand Side Management within micro-grid networks enhanced by blockchain," Applied Energy, Elsevier, vol. 228(C), pages 1385-1398.
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    Cited by:

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    2. Qinghan Sun & Huan Ma & Tian Zhao & Yonglin Xin & Qun Chen, 2024. "Break down the decentralization-security-privacy trilemma in management of distributed energy systems," Nature Communications, Nature, vol. 15(1), pages 1-12, December.

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