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Distributed Service Restoration of Active Electrical Distribution Systems using ADMM

机译:使用ADMM的有源配电系统的分布式服务恢复

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An essential aspect that contributes to the resilience of radial electrical distribution systems (EDS) is the deployment of efficient and fast service restoration methods. In the presence of a permanent fault, the service restoration minimizes the amount of de-energized consumers by reducing the area that needs to be disconnected to isolate the faulty section of the network. To do so, the service restoration algorithm can make use of automated switching devices and dispatchable energy resources allocated throughout the network to transfer loads among feeders, considering the system's operational constraints. Depending on the size of the system and the complexity of the telecommunication infrastructure, the application of centralized restoration systems may neither be practical nor flexible. Thus, in this paper, a distributed service restoration method is proposed, using the alternating direction method of multipliers (ADMM) algorithm to solve the optimization problem. As such, the original service restoration model is distributed among the nodes and branches of the system that exchange limited information with neighboring nodes and branches. Radiality constraint is also distributed by the proposed ADMM algorithm. A 44-node test system was used to conduct case studies. Results demonstrate that the proposed method efficiently solves the service restoration in active EDS without using a centralized Intelligence.
机译:有助于提高径向配电系统(EDS)弹性的一个重要方面是部署高效,快速的服务恢复方法。在存在永久性故障的情况下,服务恢复可通过减少需要断开以隔离网络故障区域的区域来最大程度地减少断电的用电设备数量。为此,考虑到系统的操作约束,服务恢复算法可以利用自动交换设备和可分配给整个网络的可分配能源来在馈线之间转移负载。取决于系统的大小和电信基础设施的复杂性,集中式恢复系统的应用既不实用也不灵活。因此,本文提出了一种分布式服务恢复方法,该方法采用乘数交替方向法(ADMM)算法来解决优化问题。这样,原始服务恢复模型分布在与相邻节点和分支交换有限信息的系统的节点和分支之间。辐射约束也由提出的ADMM算法分配。使用44节点测试系统进行案例研究。结果表明,该方法无需使用集中式智能即可有效解决主动EDS中的服务还原问题。

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