Publication detail
HEATING PREDICTION OF ELECTRIC MACHINE USING NEURAL NETWORK
VLACH, R.
Czech title
Predikce oteplení elektrického stroje užitím neuronové sítě
English title
HEATING PREDICTION OF ELECTRIC MACHINE USING NEURAL NETWORK
Type
conference paper
Language
en
Original abstract
The neural network of synchronous machine was created for the possibility of temperature prediction of the most important machine parts in real time. The normal thermal model of a synchronous machine allows prediction temperature of machine parts, but not in real time. One time step calculation with normal thermal model is about several minutes. Neural network calculate one time step during several milliseconds.
Czech abstract
Neuronová síť synchronního stroje byla vytvořena pro možnost predikce teplot nejdůležitějších částí stroje v reálném čase. Běžný tepelný model není schopen predikovat teploty v reálném čase proto byla využita umělá neuronová síť jako ideální nástroj.
English abstract
The neural network of synchronous machine was created for the possibility of temperature prediction of the most important machine parts in real time. The normal thermal model of a synchronous machine allows prediction temperature of machine parts, but not in real time. One time step calculation with normal thermal model is about several minutes. Neural network calculate one time step during several milliseconds.
Keywords in Czech
neuronové sítě, predikce, chlazení, elektrický stroj
Keywords in English
neural network, prediction, cooling, electric machine.
RIV year
2010
Released
25.06.2010
Location
Brno
ISBN
978-80-214-4120-0
Book
MENDEL 2010 - 16th International Conference on Soft Computing
Edition number
1
Pages from–to
298–302
Pages count
5
BIBTEX
@inproceedings{BUT37067,
author="Radek {Vlach},
title="HEATING PREDICTION OF ELECTRIC MACHINE USING NEURAL NETWORK",
booktitle="MENDEL 2010 - 16th International Conference on Soft Computing",
year="2010",
month="June",
pages="298--302",
address="Brno",
isbn="978-80-214-4120-0"
}