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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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 |
work_keys_str_mv |
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1725263787497357312 |