Fast Algorithm for Contactless Partial Discharge Detection on Remote Gateway Device
The result's identifiers
Result code in IS VaVaI
<a href="https://www.isvavai.cz/riv?ss=detail&h=RIV%2F61989100%3A27740%2F22%3A10248545" target="_blank" >RIV/61989100:27740/22:10248545 - isvavai.cz</a>
Alternative codes found
RIV/61989100:27240/22:10248545 RIV/61989100:27730/22:10248545
Result on the web
<a href="https://ieeexplore.ieee.org/document/9513565" target="_blank" >https://ieeexplore.ieee.org/document/9513565</a>
DOI - Digital Object Identifier
<a href="http://dx.doi.org/10.1109/TPWRD.2021.3104746" target="_blank" >10.1109/TPWRD.2021.3104746</a>
Alternative languages
Result language
angličtina
Original language name
Fast Algorithm for Contactless Partial Discharge Detection on Remote Gateway Device
Original language description
Detection of the high impedance fault caused by vegetation is one of the biggest challenges brought by the usage of covered conductors in medium voltage overhead power lines. One of the accompanying events of long-term contact of vegetation with the XLPE insulation is partial discharge which damages the insulation. Current systems for the detection of partial discharge have two major problems: the price and difficult installation. In this paper, an approach for the detection of the partial discharge from the data collected by the antenna is described. This approach is focused on the small computational demand and low false positive rate. Thanks to the small computational requirements, it can be run on the remote gateway devices which are collecting the data from the antenna. It is composed of four steps: outlier detection, outlier clustering, feature extraction, and classification. It is shown that this approach greatly improves the detection rate and lowers false positives compared to the previous algorithm used for partial discharge detection based on the data from an antenna, making it fit to use in the production environment.
Czech name
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Czech description
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Classification
Type
J<sub>imp</sub> - Article in a specialist periodical, which is included in the Web of Science database
CEP classification
—
OECD FORD branch
20201 - Electrical and electronic engineering
Result continuities
Project
Result was created during the realization of more than one project. More information in the Projects tab.
Continuities
P - Projekt vyzkumu a vyvoje financovany z verejnych zdroju (s odkazem do CEP)
Others
Publication year
2022
Confidentiality
S - Úplné a pravdivé údaje o projektu nepodléhají ochraně podle zvláštních právních předpisů
Data specific for result type
Name of the periodical
IEEE Transactions on Power Delivery
ISSN
0885-8977
e-ISSN
1937-4208
Volume of the periodical
37
Issue of the periodical within the volume
3
Country of publishing house
US - UNITED STATES
Number of pages
9
Pages from-to
2122-2130
UT code for WoS article
000800228100079
EID of the result in the Scopus database
2-s2.0-85131318878