一个具有可再生代理的分布式P2P市场中同步能源、无功功率和储备交换的新框架

IF 9.1 1区 工程技术 Q1 ENERGY & FUELS
Nader Tarashandeh, Ali Karimi
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引用次数: 0

摘要

近年来,配电系统中的点对点(P2P)交易因其创造弹性和高效能源市场的潜力而受到广泛关注。虽然大多数研究集中于主动能源交换,如分散化、定价和网络约束,但整合可再生能源(RES)需要灵活的储备来管理不确定性和无功功率,以保持电网稳定。本文通过为P2P市场提出一种新颖的去中心化框架来解决这些挑战,该框架能够在网络约束下同时交换有功、无功和灵活储备。利用乘数交替方向法(ADMM),该框架最大限度地减少了配电系统运营商(DSO)的作用,并允许可再生能源代理根据预测误差计算和提供储量。该方法不仅提高了RES预测的准确性,而且公平地分配了参与者之间的网络调节成本。数值结果表明,该框架有效地组织了智能体之间的交互,保持了耗能节点的功率因数。它还确保在不受网络约束的情况下,有一个灵活的储备来管理可再生能源的不确定性。所有这些都可以在很短的时间内实现,并且需要在代理之间进行最小的信息交换。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
A novel framework for simultaneous energy, reactive power, and reserve exchange in decentralized P2P markets with renewable agents
In recent years, peer-to-peer (P2P) trading in electric distribution systems has gained significant attention for its potential to create resilient and efficient energy markets. While most studies focus on active energy exchanges, such as decentralization, pricing, and network constraints, integrating renewable energy sources (RES) necessitates flexible reserves to manage uncertainty and reactive power to maintain grid stability. This paper addresses these challenges by proposing a novel decentralized framework for P2P markets that enables the simultaneous exchange of active energy, reactive power, and flexible reserves under network constraints. Utilizing the Alternating Direction Method of Multipliers (ADMM), the framework minimizes the role of the distribution system operator (DSO) and allows renewable agents to calculate and provide reserves based on prediction errors. This approach not only enhances RES forecasting accuracy but also equitably distributes network regulation costs among participants. The numerical results show that the proposed framework effectively organizes the interactions between agents to maintain the power factor at energy-consuming nodes. It also ensures that there is a flexible reserve available to manage the uncertainty of RES while staying within network constraints. All of this is achieved in a short amount of time and requires minimal information exchange between agents.
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来源期刊
Renewable Energy
Renewable Energy 工程技术-能源与燃料
CiteScore
18.40
自引率
9.20%
发文量
1955
审稿时长
6.6 months
期刊介绍: Renewable Energy journal is dedicated to advancing knowledge and disseminating insights on various topics and technologies within renewable energy systems and components. Our mission is to support researchers, engineers, economists, manufacturers, NGOs, associations, and societies in staying updated on new developments in their respective fields and applying alternative energy solutions to current practices. As an international, multidisciplinary journal in renewable energy engineering and research, we strive to be a premier peer-reviewed platform and a trusted source of original research and reviews in the field of renewable energy. Join us in our endeavor to drive innovation and progress in sustainable energy solutions.
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