Apache spark as distributed middleware for power system analysis

D. Sutic, E. Varga
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引用次数: 3

Abstract

We propose an architecture that aims to improve the execution times of compute intensive calculations that are part of prominent power system analysis functions. The approach uses the distributed framework Apache Spark to target the common problems in linear algebra, like the solving of a matrix equation, that increase the complexity of said functions. Our analysis focuses on the load flow study as a common and important procedure that could benefit from distributed computing.
Apache spark作为分布式中间件用于电力系统分析
我们提出了一种架构,旨在提高计算密集型计算的执行时间,这些计算是重要的电力系统分析功能的一部分。该方法使用分布式框架Apache Spark来解决线性代数中的常见问题,比如求解矩阵方程,这会增加所述函数的复杂性。我们的分析集中在负荷流研究作为一个常见的和重要的过程,可以受益于分布式计算。
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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