Wholesale Market Participation via Competitive DER Aggregation

IF 5.3 3区 计算机科学 Q2 AUTOMATION & CONTROL SYSTEMS
Cong Chen;Ahmed S. Alahmed;Timothy D. Mount;Lang Tong
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Abstract

In this article, we consider the aggregation of distributed energy resources (DERs), such as solar PV, energy storage, and flexible loads, by a profit-seeking aggregator participating directly in the wholesale market under distribution network access constraints. We propose a competitive DER aggregator (DERA) model that directly controls local DERs to maximize its profits, while ensuring each aggregated customer gains a surplus higher than their surplus under the regulated retail tariff. The DERA participates in the wholesale electricity market as virtual storage with optimized generation offers and consumption bids derived from the proposed competitive aggregation model. Also derived are DERA’s bid curves for the distribution network access and DERA’s profitability when competing with the regulated retail tariff. We show that, with the same distribution network access, the proposed DERA’s wholesale market participation achieves the same welfare-maximizing outcome as when its customers participate directly in the wholesale market. Extensive numerical studies compare the proposed DERA with existing methods in terms of customer surplus and DERA profit. We empirically evaluate how many DERAs can survive in the competition at the long-run equilibrium and assess the impacts of DER adoption levels and distribution network access on short-run operations.
通过竞争性DER聚合的批发市场参与
在本文中,我们考虑了分布式能源(DERs)的聚合,如太阳能光伏、储能和灵活负载,通过一个追求利润的聚合器直接参与批发市场,在配电网接入约束下。我们提出了一个竞争DER聚合器(DERA)模型,该模型直接控制本地DER以最大化其利润,同时确保每个聚合客户获得的盈余高于受监管零售电价下的盈余。DERA以虚拟存储的身份参与批发电力市场,并根据拟议的竞争聚合模型优化发电报价和消费报价。同时导出了配电网络接入的竞价曲线,以及与受监管的零售电价竞争时的盈利能力。我们表明,在相同的分销网络接入下,拟议的DERA批发市场参与与其客户直接参与批发市场时实现了相同的福利最大化结果。大量的数值研究将所提出的DERA与现有方法在客户剩余和DERA利润方面进行了比较。我们实证地评估了在长期均衡的竞争中有多少dera能够生存下来,并评估了DER采用水平和配电网络接入对短期运营的影响。
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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来源期刊
IEEE Transactions on Control of Network Systems
IEEE Transactions on Control of Network Systems Mathematics-Control and Optimization
CiteScore
7.80
自引率
7.10%
发文量
169
期刊介绍: The IEEE Transactions on Control of Network Systems is committed to the timely publication of high-impact papers at the intersection of control systems and network science. In particular, the journal addresses research on the analysis, design and implementation of networked control systems, as well as control over networks. Relevant work includes the full spectrum from basic research on control systems to the design of engineering solutions for automatic control of, and over, networks. The topics covered by this journal include: Coordinated control and estimation over networks, Control and computation over sensor networks, Control under communication constraints, Control and performance analysis issues that arise in the dynamics of networks used in application areas such as communications, computers, transportation, manufacturing, Web ranking and aggregation, social networks, biology, power systems, economics, Synchronization of activities across a controlled network, Stability analysis of controlled networks, Analysis of networks as hybrid dynamical systems.
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