基于MSSVD与MUSIC的电缆缺陷定位方法

Cable defect localization method based on MSSVD and MUSIC

  • 摘要: 针对传统基于频域反射的电缆缺陷定位方法存在的自适应调整能力差、虚假缺陷信号多等问题,提出了一种基于多级奇异值分解(MSSVD)与多重信号分类(MUSIC)的电缆缺陷定位方法。首先,利用传输线理论建立电力电缆的宽频阻抗谱模型,并说明相位谱定位缺陷的原理;然后,利用MSSVD 分离宽频阻抗谱的相位谱,得到不同缺陷信息主导的分量信号,并通过MUSIC 将各分量信号的特征空间分解与投影,得到各分量信号的功率谱曲线;最后,根据各功率谱曲线的归一化与求和得到缺陷定位谱图。搭建不同缺陷状态与测试条件下的仿真电缆缺陷定位模型,验证了所提方法的普适性与可行性。在700m 长的真实10kV 电力电缆上开展缺陷定位研究,结果表明,所提方法能准确定位真实电缆中的缺陷,定位相对误差为0.31%。与传统的电缆缺陷定位方法相比,该方法具备更强的自适应调整能力,可有效减少虚假缺陷位置的反射信号,提高缺陷定位结果的准确性。

     

    Abstract: Aiming at the problems of the traditional cable defect location methods based on frequency domain reflection,such as poor adaptive adjustment ability and multiple false defect signals,this paper proposes a method based on multi-stage singular value decomposition(MSSVD)and multiple signal classification (MUSIC)for cable defect location.Firstly,the broadband impedance spectrum (BIS)model of power cable is established based on the transmission line theory,and the principle of locating defects based on phase spectrum is introduced.Then,the phase spectrum in BIS is separated into component signals dominated by different defect information through MSSVD.By decomposing and projecting the feature space of each component signal through MUSIC,the power spectrum curves of each component signal are obtained.Finally,the defect localization spectrogram is obtained by normalizing and summing up the power spectrum curves of each component signal.To verify the universality and feasibility of the proposed method,the simulated cable models with different defect states and different measurement conditions are established in this paper.At the same time,the defect localization result on a 700m 10kV actual power cable is studied,which shows that the proposed method can accurately locate the defect in actual cables,and the relative positioning error is 0.31%.Compared with traditional cable defect localization methods,this proposed method has a stronger adaptive adjustment ability and can effectively reduce the reflected signals of false defect positions,improving the accuracy of the defect localization

     

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