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Prosumer energy-storage trading feasibility evaluation and price bundling

Author

Listed:
  • Li, Xianshan
  • Lu, Mingfang
  • Li, Fei
  • Xiong, Wei
  • Li, Zhenxing

Abstract

Prosumer energy-storage trading (PEST) is conducive to the improvement of the power system's new energy consumption and reduction of the energy storage investment. To provide a basis for prosumers' decision making about PEST participation, we propose a PEST feasibility evaluation and price-bundling strategy. A fuzzy logic–based model for the evaluation of the degree of PEST participation was developed, considering the influence of random and fuzzy subjective and objective factors. With application of a photovoltaic-battery cost-bundling model and a battery-load utility-bundling model to cope with the difficulty of PEST pricing due to the differences in energy utility and cost between energy storage and other sources and loads. The proportion of the PEST volume in the prosumers' trading energy is determined by the degree of PEST participation. An optimization model is established to maximize the prosumer and system benefits, and the iterative double-auction method is used to determine the trading price and quantity of peer-to-peer trading with protection of the traders' privacy. A simulation conducted with a microgrid and prosumer households demonstrates the effectiveness of the proposed strategy. Purchase and sale bundling with consideration of the battery degradation cost can improve the economic benefits to the system and prosumer households.

Suggested Citation

  • Li, Xianshan & Lu, Mingfang & Li, Fei & Xiong, Wei & Li, Zhenxing, 2022. "Prosumer energy-storage trading feasibility evaluation and price bundling," Energy, Elsevier, vol. 239(PB).
    • Handle: RePEc:eee:energy:v:239:y:2022:i:pb:s0360544221024117
    DOI: 10.1016/j.energy.2021.122163
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    References listed on IDEAS

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    1. Freitas Gomes, Icaro Silvestre & Perez, Yannick & Suomalainen, Emilia, 2020. "Coupling small batteries and PV generation: A review," Renewable and Sustainable Energy Reviews, Elsevier, vol. 126(C).
    2. Wang, Zibo & Yu, Xiaodan & Mu, Yunfei & Jia, Hongjie, 2020. "A distributed Peer-to-Peer energy transaction method for diversified prosumers in Urban Community Microgrid System," Applied Energy, Elsevier, vol. 260(C).
    3. Wang, Shuoqi & Guo, Dongxu & Han, Xuebing & Lu, Languang & Sun, Kai & Li, Weihan & Sauer, Dirk Uwe & Ouyang, Minggao, 2020. "Impact of battery degradation models on energy management of a grid-connected DC microgrid," Energy, Elsevier, vol. 207(C).
    4. Tushar, Wayes & Saha, Tapan Kumar & Yuen, Chau & Azim, M. Imran & Morstyn, Thomas & Poor, H. Vincent & Niyato, Dustin & Bean, Richard, 2020. "A coalition formation game framework for peer-to-peer energy trading," Applied Energy, Elsevier, vol. 261(C).
    5. Joshi, Yatish & Rahman, Zillur, 2019. "Consumers' Sustainable Purchase Behaviour: Modeling the Impact of Psychological Factors," Ecological Economics, Elsevier, vol. 159(C), pages 235-243.
    6. Hui Huang & Shilin Nie & Jin Lin & Yuanyuan Wang & Jun Dong, 2020. "Optimization of Peer-to-Peer Power Trading in a Microgrid with Distributed PV and Battery Energy Storage Systems," Sustainability, MDPI, vol. 12(3), pages 1-20, January.
    7. Tushar, Wayes & Saha, Tapan Kumar & Yuen, Chau & Morstyn, Thomas & McCulloch, Malcolm D. & Poor, H. Vincent & Wood, Kristin L., 2019. "A motivational game-theoretic approach for peer-to-peer energy trading in the smart grid," Applied Energy, Elsevier, vol. 243(C), pages 10-20.
    8. Mishra, Partha Pratim & Latif, Aadil & Emmanuel, Michael & Shi, Ying & McKenna, Killian & Smith, Kandler & Nagarajan, Adarsh, 2020. "Analysis of degradation in residential battery energy storage systems for rate-based use-cases," Applied Energy, Elsevier, vol. 264(C).
    9. Nicholas C. Barberis, 2018. "Psychology-based Models of Asset Prices and Trading Volume," NBER Working Papers 24723, National Bureau of Economic Research, Inc.
    Full references (including those not matched with items on IDEAS)

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