A Community-Based Energy Market Design Using Decentralized Decision-Making Under Uncertainty

被引:70
|
作者
Crespo-Vazquez, Jose L. [1 ]
Al Skaif, Tarek [2 ]
Gonzalez-Rueda, Angel M. [3 ,4 ]
Gibescu, Madeleine [1 ]
机构
[1] Univ Utrecht, Copernicus Inst Sustainable Dev, NL-3584 CB Utrecht, Netherlands
[2] Wageningen Univ & Res, Informat Technol Grp, NL-6708 PB Wageningen, Netherlands
[3] Univ A Coruna, Fac Comp Sci, Dept Math, MODES Res Grp, La Coruna 15071, Spain
[4] Univ A Coruna, Fac Comp Sci, CITIC, MODES Res Grp, La Coruna 15071, Spain
关键词
Uncertainty; Decision making; Games; Microgrids; Real-time systems; Indexes; Electricity supply industry; Local energy markets; decentralized decision making; energy community; market clearing; BIDDING STRATEGY; STORAGE SYSTEMS;
D O I
10.1109/TSG.2020.3036915
中图分类号
TM [电工技术]; TN [电子技术、通信技术];
学科分类号
0808 ; 0809 ;
摘要
Moving to a user-centric approach is seen as a key change of paradigm in order to increase the efficiency and sustainability of energy systems. Massive integration of new economic agents such as prosumers and mobile or stationary storage will play a key role in the energy transition. In this article, a design of a community-based local energy market (CB-LEM) is proposed where the members are allowed to trade energy among each other through a local pool. The price is set on a day-ahead basis under the coordination of a Community Manager (CM). The novel aspect of this work is that every agent takes part in the determination of the local market price while deciding its own scheduling problem under uncertainty concerning renewable-energy generation and storage. After day-ahead clearing, real time operation and ex-post settlement of the local market by the CM are also explained in order to complete the proposed design. A real case study in a neighborhood in Amsterdam, The Netherlands, is used for testing the proposed framework. In addition, the performance of the ADMM-based clearing process is analyzed in terms of scalability and convergence.
引用
收藏
页码:1782 / 1793
页数:12
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