边缘计算在配电自动化中的应用

Rostan Rodrigues, Mohammad Razeghi-Jahromi, Amanuel Melese, J. Stoupis
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引用次数: 0

摘要

近年来,数字计算硬件和软件技术有了巨大的进步。更具体地说,较低的计算和存储成本,紧凑的尺寸,与大量操作系统和通信协议的兼容性增加了单板计算机在许多消费者和工业应用中的渗透。本文介绍了最先进的边缘计算基础设施在配电网中的应用。随着分布式可再生资源的大规模整合,电力分配变得越来越复杂。配电网还会经历许多不同的不希望发生的事件,如不同类型的临时和永久故障、测量数据丢失、网络安全等。本文展示了边缘计算在配电自动化中的小规模实验验证,可用于不同故障分类、电网异常检测、测量数据恢复和高级分析等。
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Applying Edge Computing to Distribution Automation
Digital computing hardware and software technologies have seen a massive improvement in recent years. More specifically, lower cost for computation and storage, compact size, compatibility with a large selection of operating systems and communication protocols have increased the penetration of single board computers in many consumer and industrial applications. This paper presents the application of state-of-the-art edge computing infrastructure to the electrical power distribution grid. Electrical power distribution is becoming increasingly complex with the large integration of distributed renewable resources. The distribution grid also experiences many different undesired events, such as different types of temporary and permanent faults, loss of measurement data, cybersecurity, etc. This paper shows the small-scale experimental validation of edge computing in power distribution automation that can be used for classifying different faults, detect anomalies in the grid, measurement data recovery, advanced analytics, etc.
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