Detail publikace

FUZZY NEURAL NETWORK AS A LIFETIME PREDICTOR OF INSULATIVE MATERIAL

HAMMER, M. ŘÍHA, Z. LATINA, P.

Originální název

FUZZY NEURAL NETWORK AS A LIFETIME PREDICTOR OF INSULATIVE MATERIAL

Typ

článek ve sborníku ve WoS nebo Scopus

Jazyk

angličtina

Originální abstrakt

When researching electro-insulating materials, searching for new methods of diagnostics and prediction of the lifetime of those insulating materials assumes more and more importance. We are concerned with degradation process of insulating material Relanex used for insulation systems of electric rotary machines windings. Our research is focused to residual lifetime prediction of this insulation systém bhy artificial intelligence. Most usable methods of artificial intelligence are neural networks and fuzzy systems. In this contribution we are especially focused to use hybrid systems like fuzzy-neural networks. The first part of the paper describes the use of fuzzy neural networks which forecast the life of insulating material for windings in electric rotary machine. The second part shows the simulation of insulating material behavior with fuzzy neural networks. Tables evaluate the application of this tool for the solution of the problems investigated. We have used the above-mentioned fuzzy neural networks for the prediction of insulating materials that were programmed in Matlab 6.5 environment.

Klíčová slova

Insulative Material; Fuzzy Neural Network; Fuzzy Systems; Diagnostic

Autoři

HAMMER, M.; ŘÍHA, Z.; LATINA, P.

Rok RIV

2005

Vydáno

9. 6. 2005

Místo

Sibiu, Romania

ISBN

973-718-259-6

Kniha

UBR-CORR Study and Control of Corroslon in the Perspective of Sustalnable Development of Urban Distribution Grids

Strany od

146

Strany do

148

Strany počet

3

BibTex

@inproceedings{BUT20454,
  author="Miloš {Hammer} and Zbyněk {Říha} and Petr {Latina}",
  title="FUZZY NEURAL NETWORK AS A LIFETIME PREDICTOR OF INSULATIVE MATERIAL",
  booktitle="UBR-CORR Study and Control of Corroslon in the Perspective of Sustalnable Development of Urban Distribution Grids",
  year="2005",
  pages="146--148",
  address="Sibiu, Romania",
  isbn="973-718-259-6"
}