基于框架的多代理协调,在二级控制层加强微电网能源管理

IF 1.7 3区 物理与天体物理 Q3 ENGINEERING, ELECTRICAL & ELECTRONIC IEEE Transactions on Applied Superconductivity Pub Date : 2024-09-25 DOI:10.1109/TASC.2024.3468074
Y. Yoldas;A. Onen;K. Alawasa;A. El Haffar;R. Ahshan;Md. R. Islam;S.M. Muyeen;N. Noorfatima;J. Jung
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引用次数: 0

摘要

微电网(MG)的有效运行取决于能源管理系统中各代理之间的无缝协调。这种协调的关键因素是多代理协调器,它在战略上被定位为一级和三级控制层之间的中间控制器。它的作用是从三级控制层获得的数据中推导出最佳设定点,并将其传达给一级控制层的相关代理。本研究为多代理能源管理系统提出了一个新颖的优化模型,旨在通过管理有功和无功功率,加强二级控制中的实时经济调度。所提出的框架不依赖于传统的集中式 MG 控制器,而是采用多代理协调来提高 MG 运行的可靠性、稳定性和经济性。
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A Framework-Based Multi-Agent Coordination for Enhanced Microgrid Energy Management at the Secondary Control Layer
The effective operation of a microgrid (MG) depends on seamless coordination among agents in energy management systems. A pivotal element in this coordination is the multi-agent coordinator, strategically positioned as an intermediate controller between the primary and tertiary control levels. Its role is to derive optimal setpoints from data obtained at the tertiary control level and convey them to the relevant agents at the primary control level. This study presents a novel optimization model for the multi-agent energy management system, aimed at enhancing real-time economic dispatch in the secondary control by managing active and reactive power. Instead of relying on a conventional centralized MG controller, the proposed framework employs multi-agent coordination to improve the reliability, stability, and economic performance of MG operations.
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来源期刊
IEEE Transactions on Applied Superconductivity
IEEE Transactions on Applied Superconductivity 工程技术-工程:电子与电气
CiteScore
3.50
自引率
33.30%
发文量
650
审稿时长
2.3 months
期刊介绍: IEEE Transactions on Applied Superconductivity (TAS) contains articles on the applications of superconductivity and other relevant technology. Electronic applications include analog and digital circuits employing thin films and active devices such as Josephson junctions. Large scale applications include magnets for power applications such as motors and generators, for magnetic resonance, for accelerators, and cable applications such as power transmission.
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