Publication detail
THE LIFETIME PREDICTION OF INSULATING MATERIAL BY FUZZY NEURAL NETWORKS
HAMMER, M. ŘÍHA, Z. LATINA, P.
English title
THE LIFETIME PREDICTION OF INSULATING MATERIAL BY FUZZY NEURAL NETWORKS
Type
Paper in proceedings (conference paper)
Language
en
Original abstract
The paper deals with the diagnostics of insulating materials of electric rotating machines using fuzzy neural networks, the effect of the input values and the setting of the fuzzy neural network on the result of prediction and simulation of insulating material. The input data consist of coefficients Ba (activation energy of a polarization action), Bv (activation energy of a conduction action) and Uk, being a parameter that determines critical voltage. The data is acquired by non-destructive measurement on insulating material samples. They are the main prerequisites for the prediction of coefficient Up (break-down voltage) that characterizes the lifetime of the insulating material and, therefore, the whole motor. The fuzzy neural networks were programmed in the Matlab 6.5 environment and the results of simulations were obtained using the same product.
Keywords in English
Lifetime Prediction; Fuzzy Neural Networks; Matlab; Simulation; Prediction
Released
2005-06-14
Publisher
Oficyna Wydawnicza Politechniki Opolskiej – opole 2005
Location
Opole, Poland
ISBN
83-88492-74-8
Book
SME 2005
Pages from–to
509–512
Pages count
4
BIBTEX
@inproceedings{BUT18409,
author="Miloš {Hammer} and Zbyněk {Říha} and Petr {Latina}",
title="THE LIFETIME PREDICTION OF INSULATING MATERIAL BY FUZZY NEURAL NETWORKS",
booktitle="SME 2005",
year="2005",
pages="509--512",
publisher="Oficyna Wydawnicza Politechniki Opolskiej - opole 2005",
address="Opole, Poland",
isbn="83-88492-74-8"
}