The Use of Neural Networks for the Life Prediction of Insulating Material of Electric Rotary Machines
The result's identifiers
Result code in IS VaVaI
<a href="https://www.isvavai.cz/riv?ss=detail&h=RIV%2F00216305%3A26210%2F04%3APU48319" target="_blank" >RIV/00216305:26210/04:PU48319 - 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
The Use of Neural Networks for the Life Prediction of Insulating Material of Electric Rotary Machines
Original language description
The life of the insulating systems of electric rotary machines is strongly dependent upon electrical and thermal features of the insulating material used. The subject of the diagnostic prediction is to specify the condition of insulation used. At presentdays, the most popular prediction tools are the methods of artificial intelligence, and one method is the neural networks. This paper is concentrated on the use of neural networks in the life prediction of Relanex insulating material that is applied asinsulation of electrical machine windings. In this case the condition of insulating in a time step k+1 is predicated from input quantity in time steps k, k-1, k-2, etc. Anyway the prediction means forecasting of quantity in future from N previous measurement this or other quantities in the past. The first part of the paper describes the use of artificial neural networks which forecast the life of insulating material for windings in electric rotary, the description of train and test data an
Czech name
Neuronová Sít jako Predikátor Zbytkové Životnosti Izolačního Materiálu Elektrických Točivých Strojů
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
Proceedings of the 2004 IEEE International Conference on Solid Dieletrics
ISBN
0-7803-8348-6
ISSN
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e-ISSN
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Number of pages
4
Pages from-to
546-549
Publisher name
Toulous (France)
Place of publication
Toulouse (France)
Event location
Toulouse
Event date
Jul 5, 2004
Type of event by nationality
WRD - Celosvětová akce
UT code for WoS article
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