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Earth Fault Distance Computation Methods Based on Transients in Power Distribution Systems

机译:配电系统中基于暂态的接地故障距离计算方法

摘要

The most common fault type in MV distribution network is single line to earth fault. The initial transients of earth faults are important especially for unearthed and compensated neutral networks. The earth fault transient signals consist of many different frequency components, which result from charging and discharging of the network capacitances. The transient components provide valuable information for fault location purposes. The charging component has higher amplitude and lower frequency than the discharge component and hence is more suitable to be used for fault location purposes.In this thesis, we discuss algorithms to locate an earth fault in unearthed or a compensated neutral MV networks using the information of the measured transient signal. The networks considered are assumed to be radially operated and they are modeled using Electromagnetic Transient Program-Alternative Transient Program (EMTP-ATP). Five types of fault location algorithms have been developed which are called general model (GM) algorithm, exact model (EM) algorithm, continuous wavelet transform (CWT) based method, multiple regression analysis (MRA) based method and artificial neural network (ANN). GM algorithm is developed based on a simplified model of symmetrical components while EM algorithm is developed with exact "pi"-model of symmetrical components. Both algorithms utilize the frequency of charging transient to estimate the fault distance. CWT based algorithm requires both voltage and current of transient signals to estimate the fault path inductance. MRA and NN algorithms were developed using the transient signal measured from the secondary side of the MV/LV distribution transformer. In addition, an algorithm to find a correct path towards the position of fault in network which has many branches is presented.The results from intensive simulations and experiments in actual distribution networks are also presented in this thesis. The results are analyzed using signal processing techniques. The algorithms apply continuous wavelet transform (CWT) to locate the dominant charge transient frequency and extract the specific coefficient corresponding to the charge transient frequency. In this thesis, the properties of Hilbert transformation (HT) are used to estimate the damping attenuation of the transient signal.Finally the performance of the proposed fault location algorithms is evaluated and the results are compared. Based on the simulation results, it is found that the proposed algorithms work at a reasonable level of accuracy. The results from real experiment data show that both CWT and GM algorithms have a comparable result.
机译:中压配电网中最常见的故障类型是单线接地故障。接地故障的初始瞬变非常重要,特别是对于出土和补偿的中性网络。接地故障瞬变信号由许多不同的频率成分组成,这些频率成分是由网络电容的充电和放电引起的。瞬态组件为故障定位提供了有价值的信息。充电分量比放电分量具有更高的幅度和更低的频率,因此更适合用于故障定位。在本文中,我们讨论了利用以下信息来定位出土或补偿的中性MV网络中的接地故障的算法:测得的瞬态信号。假定所考虑的网络是径向运行的,并且使用电磁暂态程序-备用暂态程序(EMTP-ATP)对它们进行建模。已开发出五种类型的故障定位算法,分别称为通用模型(GM)算法,精确模型(EM)算法,基于连续小波变换(CWT)的方法,基于多元回归分析(MRA)的方法和人工神经网络(ANN) 。 GM算法是基于对称组件的简化模型开发的,而EM算法是基于对称组件的精确“ pi”模型开发的。两种算法都利用充电瞬变的频率来估计故障距离。基于CWT的算法需要瞬态信号的电压和电流来估计故障路径电感。 MRA和NN算法是使用从MV / LV配电变压器的次级侧测得的瞬态信号开发的。此外,提出了一种在分支机构众多的网络中寻找故障位置的正确路径的算法。本文还对实际配电网络中的大量仿真和实验结果进行了介绍。使用信号处理技术分析结果。该算法应用连续小波变换(CWT)来定位主要的电荷瞬变频率,并提取与电荷瞬变频率相对应的特定系数。本文利用希尔伯特变换(HT)的性质来估计瞬态信号的阻尼衰减。最后,对所提出的故障定位算法的性能进行了评估,并对结果进行了比较。根据仿真结果,发现所提出的算法在合理的精度水平下工作。实际实验数据的结果表明CWT和GM算法都具有可比的结果。

著录项

  • 作者

    Adzman Mohd Rafi;

  • 作者单位
  • 年度 2014
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  • 原文格式 PDF
  • 正文语种 en
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