Neural networks for the life prognosis of insulating materials for electrical machines

Result code in IS VaVaI
<a href="https://www.isvavai.cz/riv?ss=detail&h=RIV%2F00216305%3A26210%2F03%3APU42121" target="_blank" >RIV/00216305:26210/03:PU42121 - isvavai.cz</a>
Result on the web
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DOI - Digital Object Identifier
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Result language
angličtina
Original language name
Neural networks for the life prognosis of insulating materials for electrical 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 pro předpověď životnosti izolačního materiálu elektrických strojů
Czech description
Článek se zabývá diagnostikou izolačního materiálu elektrických strojů.

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)

Publication year
2003
Confidentiality
S - Úplné a pravdivé údaje o projektu nepodléhají ochraně podle zvláštních právních předpisů

Article name in the collection
Study and Control of Corrosion in the Perspective Sustainable Development of Urban Distribution Grids
ISBN
973-562-799-9
ISSN
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e-ISSN
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Number of pages
10
Pages from-to
80-89
Publisher name
Publishing House PRINTECH
Place of publication
Miercurea Ciuc - Romania
Event location
Miercurea Ciuc
Event date
Jun 19, 2003
Type of event by nationality
WRD - Celosvětová akce
UT code for WoS article
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