A multi-agent system for distributed energy resources control in microgrid

Wenfeng Zheng, Jin-Ding Cai
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引用次数: 43

Abstract

The microgrid is a potential solution for future distributed generation systems. It aggregates many distributed energy resources (DERs) and loads together as an autonomous entity. As the penetration of DERs is increasing and their characteristics are very distinct, the control of DERs in microgrid is still a complex task. In this paper, a multi-agent system (MAS) approach, as a branch of distributed artificial intelligence methods, is introduced for DERs control in microgrid. The DER units and loads are classified and three types of agents, namely, the regional agent (RA), the local agent (LA) and the service agent (SA) are also defined. Two-layer control strategies are established to achieve local autonomy and global optimization respectively, operating in both grid-connected mode and island mode. Generation/load forecasting and schedule of loads shedding are also discussed in this paper.
微电网分布式能源控制的多智能体系统
微电网是未来分布式发电系统的潜在解决方案。它将许多分布式能源(der)和负载作为一个自治实体聚集在一起。由于分布式电源的渗透程度越来越高,其特性也非常明显,因此微电网中分布式电源的控制仍然是一项复杂的任务。本文将多智能体系统(MAS)方法作为分布式人工智能方法的一个分支,引入到微电网的DERs控制中。对DER单元和负载进行了分类,并定义了区域代理(RA)、本地代理(LA)和服务代理(SA)三种类型的代理。建立了两层控制策略,分别实现了局部自治和全局优化,并在并网模式和孤岛模式下运行。本文还对发电负荷预测和减载计划进行了讨论。
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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