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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%2F02%3APU30561" target="_blank" >RIV/00216305:26210/02:PU30561 - isvavai.cz</a>

  • Result on the web

  • DOI - Digital Object Identifier

Alternative languages

  • Result language

    angličtina

  • Original language name

    Fuzzy model optimization by a genetic algorithm

  • 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 diagnostics is to specify the condition of insulation used. At present days, themost popular diagnostic tools are the methods of artificial intelligence, and one method is the fuzzy modelling. However, this tool has many variable parameters, and the resulting effect depends upon the suitable setting. This paper is concentrated on tthe 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 to minimize the absolutemean error for the diagnostics of winding insulation. The first section of the paper describes the architecture and the setting of the genetic algorithm, the fuzzy model optimization and the input/output data. The second section presents

  • 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

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

    2002

  • Confidentiality

    S - Úplné a pravdivé údaje o projektu nepodléhají ochraně podle zvláštních právních předpisů

Data specific for result type

  • Article name in the collection

    Study and control of corrosion in the perspective of suistanable development of urban distribution grids

  • ISBN

    973-95041-3-2

  • ISSN

  • e-ISSN

  • Number of pages

    5

  • Pages from-to

    58-62

  • Publisher name

    S.C.ICPE

  • Place of publication

    Constanta, Rumunsko

  • Event location

    Constanta

  • Event date

    Jun 6, 2002

  • Type of event by nationality

    EUR - Evropská akce

  • UT code for WoS article