Detail publikace

The life diagnostics of insulating materials for electrical machines with neural networks

HAMMER, M.

Originální název

The life diagnostics of insulating materials for electrical machines with neural networks

Typ

článek ve sborníku ve WoS nebo Scopus

Jazyk

angličtina

Originální abstrakt

The paper deals with the use of artificial intelligence methods in the life diagnostics of Relanex insulating material that is applied as insulation of electrical machine windings. For example, neural networks are one applicable method. The method belongs to the appropriate tools that provide the modelling, identification and simulation of technological systems and units. In such a case, the insulating material is used as a modelled and identified system. The first part of the paper describes the architecture and the setting of neural networks, the description of input modelled and identified data. The second part shows (in the figures) the curves of identification, modelling and the simulation of insulating material behaviour with neural networks. Tables evaluate the application of this tool for the solution of the problems investigated. We have used the above-mentioned neural networks for the diagnostics of insulating materials that were programmed in Matlab 6 environment. All simulations and the values calculated were also obtained by means of this product.

Klíčová slova v angličtině

Neural networks, Diagnostics, System identification, Modelling, Simulation

Autoři

HAMMER, M.

Vydáno

1. 1. 2002

Nakladatel

Widawnictwo Politechniki Swietokrzyskiej

Místo

Kielce, Polsko

ISBN

83-88906-02-X

Kniha

SME 2002 New constructions, technologies and calculation methods of electrical machines

Strany od

569

Strany do

579

Strany počet

11

BibTex

@inproceedings{BUT5378,
  author="Miloš {Hammer}",
  title="The life diagnostics of insulating materials for electrical machines with neural networks",
  booktitle="SME 2002 New constructions, technologies and calculation methods of electrical machines",
  year="2002",
  pages="11",
  publisher="Widawnictwo Politechniki Swietokrzyskiej",
  address="Kielce, Polsko",
  isbn="83-88906-02-X"
}