A Data Lake Architecture for Monitoring and Diagnosis System of Power Grid

Ying Li, Aimin Zhang, Xinman Zhang, Zhihui Wu
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引用次数: 5

Abstract

In this paper, a data lake architecture is proposed for a class of monitoring and diagnostic systems applied to power grid. The differences between data lake and data warehouse is studied to make an informed decision on how to manage a huge amount of data. To adapt to the characteristics and performances of historical data and real-time data of power grid equipment, a monitoring and diagnosis system based on data lake storage architecture is designed. The application of the framework indicates the applicability and effectiveness of data lake architecture.
电网监测诊断系统的数据湖体系结构
针对一类应用于电网的监测诊断系统,提出了一种数据湖架构。研究了数据湖和数据仓库的区别,以便对如何管理海量数据做出明智的决策。针对电网设备历史数据和实时数据的特点和特点,设计了一种基于数据湖存储架构的监测诊断系统。该框架的应用表明了数据湖体系结构的适用性和有效性。
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