A Novel Method for Separating and Locating Multiple Partial Discharge Sources in a Substation

To separate and locate multi-partial discharge (PD) sources in a substation, the use of spectrum differences of ultra-high frequency signals radiated from various sources as characteristic parameters has been previously reported. However, the separation success rate was poor when signal-to-noise rat...

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Main Authors: Pengfei Li, Wenjun Zhou, Shuai Yang, Yushun Liu, Yan Tian, Yong Wang
Format: Article
Language:English
Published: MDPI AG 2017-01-01
Series:Sensors
Subjects:
Online Access:http://www.mdpi.com/1424-8220/17/2/247
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spelling doaj-6a8871083cf04066a599701589d44cbc2020-11-25T00:46:41ZengMDPI AGSensors1424-82202017-01-0117224710.3390/s17020247s17020247A Novel Method for Separating and Locating Multiple Partial Discharge Sources in a SubstationPengfei Li0Wenjun Zhou1Shuai Yang2Yushun Liu3Yan Tian4Yong Wang5School of Electrical Engineering, Wuhan University, No.299, Bayi Road, Wuhan 430072, ChinaSchool of Electrical Engineering, Wuhan University, No.299, Bayi Road, Wuhan 430072, ChinaSchool of Electrical Engineering, Wuhan University, No.299, Bayi Road, Wuhan 430072, ChinaSchool of Electrical Engineering, Wuhan University, No.299, Bayi Road, Wuhan 430072, ChinaGuangzhou Power Supply Bureau Co. Ltd., No.38, Huangshidong Road, Guangzhou 510620, ChinaGuangzhou Power Supply Bureau Co. Ltd., No.38, Huangshidong Road, Guangzhou 510620, ChinaTo separate and locate multi-partial discharge (PD) sources in a substation, the use of spectrum differences of ultra-high frequency signals radiated from various sources as characteristic parameters has been previously reported. However, the separation success rate was poor when signal-to-noise ratio was low, and the localization result was a coordinate on two-dimensional plane. In this paper, a novel method is proposed to improve the separation rate and the localization accuracy. A directional measuring platform is built using two directional antennas. The time delay (TD) of the signals captured by the antennas is calculated, and TD sequences are obtained by rotating the platform at different angles. The sequences are separated with the TD distribution feature, and the directions of the multi-PD sources are calculated. The PD sources are located by directions using the error probability method. To verify the method, a simulated model with three PD sources was established by XFdtd. Simulation results show that the separation rate is increased from 71% to 95% compared with the previous method, and an accurate three-dimensional localization result was obtained. A field test with two PD sources was carried out, and the sources were separated and located accurately by the proposed method.http://www.mdpi.com/1424-8220/17/2/247substationpartial discharge localizationmultiple PD sources separationmulti-point measuring directionerror probability
collection DOAJ
language English
format Article
sources DOAJ
author Pengfei Li
Wenjun Zhou
Shuai Yang
Yushun Liu
Yan Tian
Yong Wang
spellingShingle Pengfei Li
Wenjun Zhou
Shuai Yang
Yushun Liu
Yan Tian
Yong Wang
A Novel Method for Separating and Locating Multiple Partial Discharge Sources in a Substation
Sensors
substation
partial discharge localization
multiple PD sources separation
multi-point measuring direction
error probability
author_facet Pengfei Li
Wenjun Zhou
Shuai Yang
Yushun Liu
Yan Tian
Yong Wang
author_sort Pengfei Li
title A Novel Method for Separating and Locating Multiple Partial Discharge Sources in a Substation
title_short A Novel Method for Separating and Locating Multiple Partial Discharge Sources in a Substation
title_full A Novel Method for Separating and Locating Multiple Partial Discharge Sources in a Substation
title_fullStr A Novel Method for Separating and Locating Multiple Partial Discharge Sources in a Substation
title_full_unstemmed A Novel Method for Separating and Locating Multiple Partial Discharge Sources in a Substation
title_sort novel method for separating and locating multiple partial discharge sources in a substation
publisher MDPI AG
series Sensors
issn 1424-8220
publishDate 2017-01-01
description To separate and locate multi-partial discharge (PD) sources in a substation, the use of spectrum differences of ultra-high frequency signals radiated from various sources as characteristic parameters has been previously reported. However, the separation success rate was poor when signal-to-noise ratio was low, and the localization result was a coordinate on two-dimensional plane. In this paper, a novel method is proposed to improve the separation rate and the localization accuracy. A directional measuring platform is built using two directional antennas. The time delay (TD) of the signals captured by the antennas is calculated, and TD sequences are obtained by rotating the platform at different angles. The sequences are separated with the TD distribution feature, and the directions of the multi-PD sources are calculated. The PD sources are located by directions using the error probability method. To verify the method, a simulated model with three PD sources was established by XFdtd. Simulation results show that the separation rate is increased from 71% to 95% compared with the previous method, and an accurate three-dimensional localization result was obtained. A field test with two PD sources was carried out, and the sources were separated and located accurately by the proposed method.
topic substation
partial discharge localization
multiple PD sources separation
multi-point measuring direction
error probability
url http://www.mdpi.com/1424-8220/17/2/247
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