Publication detail

DEPENDING OF LIFETIME PREDICTION OF INSULATIVE MATERIAL ON THE TYPE OF FUZZY NEURAL NETWORK

HAMMER, M. ŘÍHA, Z. LATINA, P.

Original Title

DEPENDING OF LIFETIME PREDICTION OF INSULATIVE MATERIAL ON THE TYPE OF FUZZY NEURAL NETWORK

Type

conference paper

Language

English

Original Abstract

At present time, due the fast development of computer technology, more and more application of modern control methods in the practice appear. As an example the fuzzy logic, neural systems and hybrid systems like fuzzy neural networks can be mentioned. Those methods can be used for diagnostics. Usage of such instruments can not only evaluate the current insulation condition, but also forecast the certain prognoses of the life of insulating material under the specified operational conditions. This contribution deals with prediction of the residual life of the Relanex insulating material for electrical rotary machine windings by use of fuzzy neural networks.In case of prediction, the insulation condition in the future time k+1 is predicted based on the input quantities in the times 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 fuzzy neural networks which forecast the life of insulating material for windings in electric rotary machines and setting of fuzzy neural network for prediction. The second part shows the prediction of insulating material behavior with neural networks

Keywords

Fuzzy; Neural Network; Prediction; Diagnostics

Authors

HAMMER, M.; ŘÍHA, Z.; LATINA, P.

RIV year

2005

Released

9. 6. 2005

Location

Sibiu, Romania

ISBN

973-718-259-6

Book

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

Pages from

160

Pages to

162

Pages count

3

BibTex

@inproceedings{BUT18413,
  author="Miloš {Hammer} and Zbyněk {Říha} and Petr {Latina}",
  title="DEPENDING OF LIFETIME PREDICTION OF INSULATIVE MATERIAL ON THE TYPE OF FUZZY NEURAL NETWORK",
  booktitle="UBR-CORR Studa and Control of Corroslon in the Perspective of Sustalnable Development of Urban Distribution Grids",
  year="2005",
  pages="160--162",
  address="Sibiu, Romania",
  isbn="973-718-259-6"
}