A Combinatorial Double Auction for Community Shared Distributed Energy Resources

被引:8
作者
Abedrabboh, Khaled [1 ]
Karaki, Anas [1 ]
Al-Fagih, Luluwah [1 ,2 ]
机构
[1] Hamad Bin Khalifa Univ, Qatar Fdn, Coll Sci & Engn, Div Sustainable Dev, Doha, Qatar
[2] Kingston Univ London, Fac Sci Engn & Comp, Kingston Upon Thames KT1 2EE, England
关键词
Distributed energy resources; sharing economy; local energy markets; mechanism design; combinatorial double auction; charging station; vehicle-to-grid; STORAGE; ALLOCATION; GENERATION;
D O I
10.1109/ACCESS.2023.3260022
中图分类号
TP [自动化技术、计算机技术];
学科分类号
0812 ;
摘要
The integration of distributed energy resources (DERs), such as renewable energy (RE) and energy storage systems, can have many environmental and economic benefits. The sharing of medium-scale DERs can enhance these benefits by ensuring efficient resource utilisation and can promote sharing economy and economies of scale opportunities. In this paper, we design a combinatorial double auction (CDA) for DER sharing between multiple DER providers and a community of consumers. The proposed DER market addresses the complementarity of DER services and supports the environmentally sustainable behaviour of consumers. The purpose of the proposed auction is to allocate the limited DER resources efficiently without compromising the privacy or the comfort of consumers. First, the combinatorial bidding rules are designed and the social welfare optimisation problem is formulated. Then, utility maximising strategies for consumers with both economic and environmental objectives are proposed. Additionally, three types of DER providers are introduced, and their revenue maximising strategies are investigated. A case study with real world RE generation and demand data from the UK is presented. Simulation results show that the proposed CDA can greatly reduce energy emissions (by 24%) while also enhancing the revenues of DER providers, with gains up to 82%, when compared with the case where DER energy is sold through a k-double auction.
引用
收藏
页码:28355 / 28369
页数:15
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