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Cable partial discharge location method based on EEMD and marginal spectral energy

Authors :
LIU Yushun
CHENG Dengfeng
YIN Qiaoling
LI Senlin
XIA Lingzhi
YAN Bo
Source :
电力工程技术, Vol 41, Iss 1, Pp 156-164 (2022)
Publication Year :
2022
Publisher :
Editorial Department of Electric Power Engineering Technology, 2022.

Abstract

The oscillation wave partial discharge test has been used more and more in the detection of cable insulation defects, but the background noise interference and discharge pulse matching affect the accuracy of partial discharge location. A partial discharge localization method based on ensemble empirical mode decomposition and Hilbert marginal spectral energy is proposed to locate cable insulation defects accurately under oscillating wave voltage. Firstly, the partial discharge pulse signal is extracted by moving window threshold method. Then, the ensemble empirical mode decomposition algorithm is used to decompose the signal, and Hilbert transform is applied to each component to obtain its marginal spectral energy value. The proportion of different eigen modal function components in the original signal marginal spectral energy value is selected as the characteristic quantity, the signal similarity is calculated to match the incident pulse signal and the reflected pulse signal, and finally the partial discharge location is carried out by the time domain reflection method. The vibration wave withstand test is carried out on 35 kV cable, and the detected partial discharge signal is located and calculated. The results show that the pro-posed method can realize the location of cable insulation defect under the condition of strong Gaussian white noise, and the average location error can reach 1.15%.

Details

Language :
Chinese
ISSN :
20963203
Volume :
41
Issue :
1
Database :
Directory of Open Access Journals
Journal :
电力工程技术
Publication Type :
Academic Journal
Accession number :
edsdoj.26ec0db2e201430c8c6fa05df52c278c
Document Type :
article
Full Text :
https://doi.org/10.12158/j.2096-3203.2022.01.021