Publication result detail

HEATING PREDICTION OF ELECTRIC MACHINE USING NEURAL NETWORK

VLACH, R.

Original Title

HEATING PREDICTION OF ELECTRIC MACHINE USING NEURAL NETWORK

English Title

HEATING PREDICTION OF ELECTRIC MACHINE USING NEURAL NETWORK

Type

Paper in proceedings (conference paper)

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.

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

neural network, prediction, cooling, electric machine.

Key words in English

neural network, prediction, cooling, electric machine.

Authors

VLACH, R.

RIV year

2012

Released

25.06.2010

Location

Brno

ISBN

978-80-214-4120-0

Book

MENDEL 2010 - 16th International Conference on Soft Computing

Pages from

298

Pages to

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",
  number="1",
  pages="298--302",
  address="Brno",
  isbn="978-80-214-4120-0"
}