Application of PGAS Programming to Power Grid Simulation

B. Palmer
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Abstract

This paper will describe the application of the PGAS Global Arrays (GA) library to power grid simulations. The GridPACK™ framework has been designed to enable power grid engineers to develop parallel simulations of the power grid by providing a set of templates and libraries that encapsulate most of the details of parallel programming in higher level abstractions. The communication portions of the framework are implemented using a combination of message-passing (MPI) and one-sided communication (GA). This paper will provide a brief overview of GA and describe in detail the implementation of collective hash tables, which are used in many power grid applications to match data with a previously distributed network.
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PGAS编程在电网仿真中的应用
本文将介绍PGAS全局阵列库在电网仿真中的应用。GridPACK™框架旨在使电网工程师能够通过提供一组模板和库来开发电网的并行模拟,这些模板和库将并行编程的大部分细节封装在更高层次的抽象中。框架的通信部分使用消息传递(MPI)和单向通信(GA)的组合来实现。本文将提供遗传算法的简要概述,并详细描述集合哈希表的实现,它在许多电网应用中用于与先前分布式网络匹配数据。
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