受电气化铁路影响的电网中基于粒子群算法的无源滤波器优化配置

Yanzhi Pang, Haoguang Li
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摘要

随着高速铁路向高速、大容量、高密度网络化方向发展,高速机车谐波问题日益严重,对电力系统的安全稳定运行构成极大威胁。如何消除对铁路的影响变得越来越重要。针对在整个电网中安装无源滤波器存在的不经济性问题,提出了一种基于粒子群优化(PSO)方法的无源滤波器优化配置在受电气化铁路影响的电网中的谐波抑制方法。本文首先从理论和PQView软件的实测数据两方面对铁路对电力系统的影响进行了评价。对电气化铁路对电网的谐波抑制方法进行了介绍和分析,强调了电气化铁路对电网谐波治理的重要性。然后,详细分析了基于粒子群算法的无源电力滤波器在电网中受电气化铁路影响的谐波抑制原理。此外,根据桃塘电网的特点(桃塘电网是受电气化铁路影响的实际区域网络)和谐波对桃塘电网的影响,以无源滤波器的经济性和有效性为优化目标,建立了桃塘电网的数学模型。然后,通过粒子群算法优化,给出了桃塘电网无源滤波器的最优配置。通过仿真分析,将基于粒子群算法的无源滤波器进行谐波抑制前的谐波数据与基于粒子群算法的无源滤波器优化配置后的谐波数据进行对比,表明基于粒子群算法的无源滤波器优化配置对谐波抑制效果明显,所提方法是有效的。为改善受电气化铁路影响的电网谐波提供了理论和工程参考。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Optimal configuration of passive filter based on PSO in the power grid affected by electrified railways
With the development towards high-speed, high-capacity, high-density networking of high-speed railway, harmonic problems caused by high-speed locomotives are getting more and more serious, which has been a great threaten to the safety and stability of power system operation. The way of elimination on the influence of railway becomes increasingly important. Due to the diseconomy to install passive filters around the whole power grid, this paper presents a harmonic suppression method using the optimal configuration of passive power filter based on particle swarm optimization (PSO) method in the power grid affected by the electrified railways. At first, this paper makes an evaluation on the impacts on power system with railway both in theory and the data measured by PQView software. It makes an introduction and analysis on the methods of harmonic suppression affected by electrified railways on the power grid, and the importance of harmonic governance affected by electrified railways on the power grid was emphasized. Then, it makes a detail analysis on the theory of harmonic suppression using passive power filter based on PSO method affected by electrified railways on the power grid. Besides, according to the characteristic of Taotang power grid (Taotang power grid is an actual area network affected by the electrified railways) and the influence of harmonics on the Taotang power grid, a mathematical model is built considering the economy and effect of passive filters as the optimal objective. Then, an optimal configuration of passive filters in the Taotang power grid is given through optimizing by the PSO algorithm. Besides, the simulations and analysis are provided, and by comparing the harmonic data before the harmonic suppression using passive filters based on PSO method with the harmonic data after the optimal configuration of passive filters based on PSO algorithm, it is showed that the optimal configuration of passive power filter based on particle swarm optimization (PSO) algorithm has obvious effect on the harmonic suppression and the proposed method is validity, which provides a theoretical and engineering reference for the improvement of the harmonic in power network affected by electrified railways.
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