Neural Network with Radial Basis Functions as Residual Lifetime Predictor and Classifier of High Voltage Insulating Materials.
The result's identifiers
Result code in IS VaVaI
<a href="https://www.isvavai.cz/riv?ss=detail&h=RIV%2F00216305%3A26210%2F04%3APU48302" target="_blank" >RIV/00216305:26210/04:PU48302 - isvavai.cz</a>
Result on the web
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DOI - Digital Object Identifier
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Alternative languages
Result language
angličtina
Original language name
Neural Network with Radial Basis Functions as Residual Lifetime Predictor and Classifier of High Voltage Insulating Materials.
Original language description
This contribution deals with the RBF neural network with radial basis transfer function improvement for residual lifetime prediction and classification of the Relanex insulating material which is used for electric rotary machine winding. This neural network is used for prediction of the residual lifetime of insulating material for the future on the basis of measured values which were measured on the electric machine in previous times. The output from neural network in this case is always a numeric valuee of magnitude characterizing the state of residual lifetime. The RBF neural network can be used as a classifier, too, where, on the basis of measured input data, the neural network verbally determines the residual lifetime for example and that means that the neural network classifies its state. The classification by neural network means to determine the residual lifetime and to classify those values into the predetermined number of categories which characterize the total state of the in
Czech name
Predikce zbytkové životnosti izolačních materiálů při vysokém napětí pomocí neuronových sítí
Czech description
Článek se zabývá diagnostikou izolačního materiálu elektrických strojů.
Classification
Type
D - Article in proceedings
CEP classification
JA - Electronics and optoelectronics
OECD FORD branch
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Result continuities
Project
<a href="/en/project/GA102%2F03%2F0621" target="_blank" >GA102/03/0621: Irreversible processes in insulating materials for high temperature</a><br>
Continuities
P - Projekt vyzkumu a vyvoje financovany z verejnych zdroju (s odkazem do CEP)
Others
Publication year
2004
Confidentiality
S - Úplné a pravdivé údaje o projektu nepodléhají ochraně podle zvláštních právních předpisů
Data specific for result type
Article name in the collection
XL International Symposium on Electrical Machines SME'2004
ISBN
83-917944-4-X
ISSN
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e-ISSN
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Number of pages
3
Pages from-to
470-472
Publisher name
Hajnowka (Poland)
Place of publication
Hajnowka (Poland)
Event location
Hajnowka
Event date
Jun 15, 2004
Type of event by nationality
EUR - Evropská akce
UT code for WoS article
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