论文标题

具有开源实施的快速可扩展分布式功率流

Rapid Scalable Distributed Power Flow with Open-Source Implementation

论文作者

Dai, Xinliang, Cai, Yichen, Jiang, Yuning, Hagenmeyer, Veit

论文摘要

本文介绍了一种新方法,用于通过进一步利用问题制定来解决分布式交流电流(PF)问题。我们提出了专门为此类问题而设计的Aladin算法的新变体。这种新变体的特征是使用分布式AC PF问题的减少建模方法,该方法被重新构成零残基最小二乘问题,并具有共识约束。然后,该PF通过论文中介绍的基于高斯 - 纽顿的不精确算法来解决。提供了该算法的开源实现,称为RapidPF+。仿真结果(电力系统的尺寸从53到10224)不等,在计算两个方面都显示出这种组合的巨大潜力。

This paper introduces a new method for solving the distributed AC power flow (PF) problem by further exploiting the problem formulation. We propose a new variant of the ALADIN algorithm devised specifically for this type of problem. This new variant is characterized by using a reduced modelling method of the distributed AC PF problem, which is reformulated as a zero-residual least-squares problem with consensus constraints. This PF is then solved by a Gauss-Newton based inexact ALADIN algorithm presented in the paper. An open-source implementation of this algorithm, called rapidPF+, is provided. Simulation results, for which the power system's dimension varies from 53 to 10224 buses, show great potential of this combination in the aspects of both the computing.

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