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Power grid simulation applications developed using the GridPACK (TM) high performance computing framework

机译:使用GridPACK(TM)高性能计算框架开发的电网仿真应用程序

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The need for accelerating power grid simulation through high performance computing (HPC) has long been recognized, and prior efforts have been devoted to developing one-off parallel computing applications for particular power grid functions. Non-transferable software codes and duplicated implementations in these prior efforts are a major barrier to more widespread HPC adoption in power grid applications. Modern HPC hardware and architecture require significant computing expertise for application development. The GridPACK (TM) software framework described in this paper provides an HPC-compatible software structure to access modern parallel solvers and HPC-ready modules for common components in power grid simulation applications. GridPACK hides the HPC details and enables power system developers to focus on applications instead of computational details. Several example applications of GridPACK are presented to demonstrate the capabilities of GridPACK and the performance of HPC simulations with large power grid networks. Examples discussed include: a dynamic simulation application capable of running a 17,156-bus Western Electricity Coordinating Council (WECC) system in a computational speed faster than real time (e.g., under 30 s for a 30-s simulation), a static contingency analysis application using a task manager, and a dynamic contingency analysis application utilizing two levels of parallelism. These example applications illustrate GridPACK's capabilities to support different types of simulations within a unified framework and. to support reuse of transferable software codes across power grid applications. The computational results indicate strong performance improvements for power grid simulations with GridPACK. (C) 2016 Elsevier B.V. All rights reserved.
机译:人们早已认识到需要通过高性能计算(HPC)加速电网仿真,并且已经进行了先前的努力来开发用于特定电网功能的一次性并行计算应用程序。这些先前的工作中不可转让的软件代码和重复的实现方式是在电网应用中更广泛地采用HPC的主要障碍。现代HPC硬件和体系结构需要大量的计算机专业知识才能进行应用程序开发。本文介绍的GridPACK(TM)软件框架提供了与HPC兼容的软件结构,以访问现代并行求解器和可用于电网仿真应用中常见组件的HPC就绪模块。 GridPACK隐藏了HPC详细信息,并使电力系统开发人员能够专注于应用程序而不是计算细节。展示了GridPACK的几个示例应用程序,以演示GridPACK的功能以及大型电网网络中HPC仿真的性能。讨论的示例包括:动态仿真应用程序,该应用程序能够以比实时快的计算速度运行17156总线的西方电力协调委员会(WECC)系统(例如,对于30 s仿真而言,在30 s以下),静态应变分析应用程序使用任务管理器,以及使用两个并行度的动态应变分析应用程序。这些示例应用程序说明了GridPACK在统一框架中支持不同类型仿真的功能。支持跨电网应用程序的可重用软件代码的复用。计算结果表明,使用GridPACK进行电网仿真的性能大大提高。 (C)2016 Elsevier B.V.保留所有权利。

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