A fault location method based on genetic algorithm for high‐voltage direct current transmission line

Yongli Li, Shuo Zhang, Hongbo Li, Yongchang Zhai, Weiya Zhang, Yao Nie
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引用次数: 22

Abstract

SUMMARY A fault location method based on genetic algorithm for high-voltage direct current (HVDC) transmission line is proposed in this article. This method adopts the Bergeron model of transmission line, in which the voltage at any point of the line can be calculated by the voltage and current data sampled at both terminals of the line, and the fault position can be identified using the distributed characteristics of voltage along the line. Unlike the traditional fault location methods based on the Bergeron model, which depend on accurate line parameters and highly synchronized samples at two terminals of the line, the proposed method takes line parameters and asynchronous time at two terminals of the line together with the unknown fault location as the variables in model building to obtain the fault location. As an optimization problem, the model is solved by genetic algorithm. The significant advantage of the method is that it can reduce the influence of line parameter deviation and asynchronous samples at two terminals to the fault location result. The purpose of proposing this method is to avoid the situation without location result for the traveling wave fault location method when a grounding fault occurred with high resistance and to improve the accuracy of fault location result under harsh environment condition. The simulation model of a typical 500 kV HVDC transmission line in the Chinese power system was built by PSCAD, and MATLAB was used to verify the algorithm. Actual fault recording data obtained from the south grid of China were used to test the effectiveness of this method. Simulation results show that the proposed method is valid and is capable of eliminating the influence of line parameters deviation and asynchronous data on the accuracy of fault location results for the HVDC transmission line. Copyright © 2012 John Wiley & Sons, Ltd.
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基于遗传算法的高压直流输电线路故障定位方法
提出了一种基于遗传算法的高压直流输电线路故障定位方法。该方法采用传输线的Bergeron模型,通过对线路两端采样的电压和电流数据计算出线路任意点的电压,并利用电压沿线路的分布特征识别故障位置。与传统基于Bergeron模型的故障定位方法依赖于线路两端精确的线路参数和高度同步的采样不同,该方法将线路两端的线路参数和异步时间以及未知的故障位置作为模型构建的变量来获得故障定位。该模型作为一个优化问题,采用遗传算法求解。该方法的显著优点是可以减少线路参数偏差和两端异步采样对故障定位结果的影响。提出该方法的目的是为了避免在高电阻接地故障发生时行波故障定位方法没有定位结果的情况,提高恶劣环境条件下故障定位结果的准确性。利用PSCAD软件建立了我国电力系统中典型500 kV高压直流输电线路的仿真模型,并利用MATLAB对算法进行了验证。以中国南方电网的实际故障记录数据为例,验证了该方法的有效性。仿真结果表明,所提出的方法是有效的,能够消除线路参数偏差和异步数据对高压直流输电线路故障定位结果准确性的影响。版权所有©2012 John Wiley & Sons, Ltd。
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来源期刊
European Transactions on Electrical Power
European Transactions on Electrical Power 工程技术-工程:电子与电气
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审稿时长
5.4 months
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