Publication detail
HEATING PREDICTION OF ELECTRIC MACHINE USING NEURAL NETWORK
VLACH, R. ONDRŮŠEK, Č.
Czech title
Predikce otepleni synchronního motoru pomocí neuronove 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 (60 seconds) calculation with normal thermal model is about five minutes. Neural network calculate one time step during several milliseconds.
Czech abstract
Neuronova sit synchronniho motoru byla navrzena pro moznost predikce oteplnei elektrického stroj e v reálném čase.
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 (60 seconds) calculation with normal thermal model is about five minutes. Neural network calculate one time step during several milliseconds.
Keywords in English
neural network, cooling
RIV year
2003
Released
01.01.2003
Location
Brno
ISBN
80-214-2312-9
Book
International Conference Mechatronics, Robotics and Biomechanics 2003
Pages count
2
BIBTEX
@inproceedings{BUT8553,
author="Radek {Vlach} and Čestmír {Ondrůšek},
title="HEATING PREDICTION OF ELECTRIC MACHINE USING NEURAL NETWORK",
booktitle="International Conference Mechatronics, Robotics and Biomechanics 2003",
year="2003",
month="January",
address="Brno",
isbn="80-214-2312-9"
}