Robust Distributed Resource Aggregation Control in Smart Grid based on a Novel Hierarchical Consensus

A. Ghaznavi, S. Almodarresi
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Abstract

Multi-agent system control based on consensus algorithm is an important solution to coordinate distributed energy resources within micro and nanogrids. A significant challenge in the application of consensus algorithm is delay among agents particularly in networks with hubs. In this paper, a novel hierarchical consensus algorithm based on the idea of virtual reduction of hub agents is proposed. As a result, significant gain in consensus speed is obtained which offers a potential time margin for applying techniques against delay, communications failure and other risks to information exchange among agents. The algorithm application is studied in the coordination of distributed photovoltaic resources of several nanogrids as a possible scale-free network with hub via simulation as well.
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基于新型层次共识的智能电网鲁棒分布式资源聚合控制
基于共识算法的多智能体系统控制是微纳米电网内分布式能源协调的重要解决方案。共识算法应用中的一个重大挑战是agent之间的延迟,特别是在具有集线器的网络中。本文提出了一种基于轮毂代理虚拟约简思想的分层共识算法。结果,在共识速度上获得了显著的增益,这为在代理之间的信息交换中应用针对延迟、通信失败和其他风险的技术提供了潜在的时间裕度。通过仿真研究了该算法在多个纳米电网分布式光伏资源协调中的应用,并将其作为一种可能的无标度集线器网络。
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