TY - JOUR
T1 - A Combinatorial Double Auction for Community Shared Distributed Energy Resources
AU - Abedrabboh, Khaled
AU - Al-Fagih, Luluwah
AU - Karaki, Anas
N1 - Publisher Copyright:
© 2013 IEEE.
PY - 2023
Y1 - 2023
N2 - 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.
AB - 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.
KW - Distributed energy resources
KW - charging station
KW - combinatorial double auction
KW - local energy markets
KW - mechanism design
KW - sharing economy
KW - vehicle-to-grid
UR - https://www.scopus.com/pages/publications/85151510977
U2 - 10.1109/ACCESS.2023.3260022
DO - 10.1109/ACCESS.2023.3260022
M3 - Article
AN - SCOPUS:85151510977
SN - 2169-3536
VL - 11
SP - 28355
EP - 28369
JO - IEEE Access
JF - IEEE Access
ER -