A Novel Method of Parallel Computation for the Whole Scene Test in Power System

Shi Jing, Qi Huang, Jianbo Yi
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Abstract

In this paper, design and implementation of a new parallel computing method based on CUDA (Compute Unified Device Architecture) platform is described in detail. The method includes algorithm of matrix fraction and partial LU decomposition that are used to support parallel computing for simulation of the whole scene test in power system. The paper describes all the steps of algorithm implementation for deploying the software with CUDA technology. And performances are evaluated by test, in which two Jacobi matrix equations of power flow calculation with different dimension are selected as the test case. The results are compared with that of serial computing and MPI (Message Passing Interface). The results show that the method proposed in this paper has better performance of acceleration on CUDA platform, which can support the simulation of the whole scene test on wide-area power grid.
电力系统全场景测试并行计算新方法
本文详细介绍了一种基于CUDA(计算统一设备架构)平台的新型并行计算方法的设计与实现。该方法包括矩阵分式算法和部分LU分解算法,用于支持电力系统全场景试验仿真的并行计算。本文描述了利用CUDA技术部署软件的算法实现的所有步骤。选取两个不同维数的潮流计算雅可比矩阵方程作为测试用例,对性能进行了评价。结果与串行计算和消息传递接口(MPI)进行了比较。结果表明,本文提出的方法在CUDA平台上具有较好的加速性能,可以支持广域电网全场景测试仿真。
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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