A Novel Method for Detection of Covered Conductor Faults by PD-Pattern Evaluation
The result's identifiers
Result code in IS VaVaI
<a href="https://www.isvavai.cz/riv?ss=detail&h=RIV%2F61989100%3A27240%2F15%3A86096194" target="_blank" >RIV/61989100:27240/15:86096194 - isvavai.cz</a>
Alternative codes found
RIV/61989100:27730/15:86096194
Result on the web
<a href="http://dx.doi.org/10.1007/978-3-319-21206-7_12" target="_blank" >http://dx.doi.org/10.1007/978-3-319-21206-7_12</a>
DOI - Digital Object Identifier
<a href="http://dx.doi.org/10.1007/978-3-319-21206-7_12" target="_blank" >10.1007/978-3-319-21206-7_12</a>
Alternative languages
Result language
angličtina
Original language name
A Novel Method for Detection of Covered Conductor Faults by PD-Pattern Evaluation
Original language description
The partial discharge activity as a side effect of the current conductor's disorder was taken into analysis to develop the correct classification of its behavior. This derived knowledge can decrease the risk of the possible damage on the environment caused by uncontrolled conductor's failure. The preprocessing part of the experiment was the synthesis of non-linear features by genetic programming (GP). The inputs for GP were obtained by discrete wavelet transformation (DWT) of the signal data. This preprocessing phase was aimed to create the input values for the classification algorithm which was based on the artificial neural network (ANN).
Czech name
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Czech description
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Classification
Type
D - Article in proceedings
CEP classification
IN - Informatics
OECD FORD branch
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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)<br>S - Specificky vyzkum na vysokych skolach
Others
Publication year
2015
Confidentiality
S - Úplné a pravdivé údaje o projektu nepodléhají ochraně podle zvláštních právních předpisů
Data specific for result type
Article name in the collection
Advances in intelligent systems and computing. Volume 370
ISBN
978-3-319-21205-0
ISSN
2194-5357
e-ISSN
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Number of pages
10
Pages from-to
133-142
Publisher name
Springer
Place of publication
Basel
Event location
Ostrava
Event date
Jun 29, 2015
Type of event by nationality
WRD - Celosvětová akce
UT code for WoS article
000365130300012