The life diagnostics of insulating materials for electrical machines with neural networks

Result code in IS VaVaI
<a href="https://www.isvavai.cz/riv?ss=detail&h=RIV%2F00216305%3A26210%2F02%3APU30618" target="_blank" >RIV/00216305:26210/02:PU30618 - 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
The life diagnostics of insulating materials for electrical machines with neural networks
Original language description
The paper deals with the use of artificial intelligence methods in the life diagnostics of Relanex insulating material that is applied as insulation of electrical machine windings. For example, neural networks are one applicable method. The method belongs to the appropriate tools that provide the modelling, identification and simulation of technological systems and units. In such a case, the insulating material is used as a modelled and identified system. The first part of the paper describes the archittecture and the setting of neural networks, the description of input modelled and identified data. The second part shows (in the figures) the curves of identification, modelling and the simulation of insulating material behaviour with neural networks. Tables evaluate the application of this tool for the solution of the problems investigated. We have used the above-mentioned neural networks for the diagnostics of insulating materials that were programmed in Matlab 6 environment. All simul
Czech name
Diagnostika Životnosti Izolačních Materiálů Elektrických Strojů pomocí Neuronové sítě
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
2002
Confidentiality
S - Úplné a pravdivé údaje o projektu nepodléhají ochraně podle zvláštních právních předpisů

Article name in the collection
SME 2002 New constructions, technologies and calculation methods of electrical machines
ISBN
83-88906-02-X
ISSN
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e-ISSN
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Number of pages
11
Pages from-to
569-579
Publisher name
Widawnictwo Politechniki Swietokrzyskiej
Place of publication
Kielce, Polsko
Event location
Kielce, Polsko
Event date
Jun 18, 2002
Type of event by nationality
WRD - Celosvětová akce
UT code for WoS article
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