Multi-User Coalition Formation for Peer-to-Peer Energy Sharing

Yue Zhou, S. Chau
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引用次数: 5

Abstract

Peer-to-Peer (P2P) energy sharing enables users to share their local energy resources based on an agreed cost-sharing mechanism. The users will need to form coalitions to coordinate the operations of their energy management systems. Each coalition should be stable, such that no users will collectively deviate to form other coalitions with better utility. However, there has been no effective coalition formation algorithm, other than 2-user coalition formation (as known as stable matching). In this paper, we present multiuser coalition formation algorithm, extending deferred acceptance algorithm, for P2P energy sharing under various fair cost-sharing mechanisms. We also evaluated coalition formation with 3 and 4-user coalitions for P2P energy sharing with real-world data traces.
面向点对点能源共享的多用户联盟形成
点对点(P2P)能源共享使用户能够基于商定的成本分担机制共享本地能源资源。用户将需要结成联盟,协调其能源管理系统的运作。每个联盟都应该是稳定的,这样就不会有用户集体偏离,形成其他具有更好效用的联盟。然而,目前还没有有效的联盟形成算法,只有2-用户联盟形成(称为稳定匹配)。本文针对各种公平成本分担机制下的P2P能源共享问题,提出了多用户联盟形成算法和延期接受算法。我们还评估了3和4用户联盟形成的P2P能源共享与现实世界的数据痕迹。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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