Fuzzy model optimization by a genetic algorithm
The result's identifiers
Result code in IS VaVaI
<a href="https://www.isvavai.cz/riv?ss=detail&h=RIV%2F00216305%3A26210%2F03%3APU42078" target="_blank" >RIV/00216305:26210/03:PU42078 - 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
Fuzzy model optimization by a genetic algorithm
Original language description
The lifetime of the insulating system of electric rotary machines is strongly dependet upon electrical and thermal features of the insulating material used. The subject of the diagnostic is to specify the condition of insulation used. At present days, the most popular diagnostic tools are the methods of artifical inteligence, and one mothod is the fuzzy modeling. However, this tool has many variable parameters, and the resulting efect is dependent upon on the suitable setting. This paper is concentratedd on the use of genetic algorithms for the optimization of variable parameters in the fuzzy model that is used as a diagnostic tool for winding insulation of electric rotary machines. In this case, the optimization of fuzzy model means the minimize the mean absolute error for the diagnostics of winding insulation. The first section of the paper describes the architecture and the setting of the generic algorithm, the fuzzy model optimization and the input output data. The second section p
Czech name
Fuzzy model optimalizovaný genetickým algoritmem.
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
2003
Confidentiality
S - Úplné a pravdivé údaje o projektu nepodléhají ochraně podle zvláštních právních předpisů
Data specific for result type
Article name in the collection
ICIT 2003 4th Internationl conference on Industrial Tools
ISBN
961-90401-7-1
ISSN
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e-ISSN
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Number of pages
4
Pages from-to
377-380
Publisher name
TECOS
Place of publication
Slovenia
Event location
Bled, Celje, Slovenia
Event date
Apr 8, 2003
Type of event by nationality
WRD - Celosvětová akce
UT code for WoS article
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