About: Prediction of Forging Ingots Defects Using Neural Networks

Facets (new session)
Description
Metadata
Settings
- owl:sameAs
- Inference Rule:

About: Prediction of Forging Ingots Defects Using Neural Networks Goto Sponge NotDistinct Permalink

An Entity of Type : http://linked.opendata.cz/ontology/domain/vavai/Vysledek, within Data Space : linked.opendata.cz associated with source document(s)

Attributes	Values
rdf:type	skos:Concept http://linked.opendata.cz/ontology/domain/vavai/Vysledek
Description	At some types of ingots technological deviations exhibit by defects, which occur as late as in the process of forging. Prediction of such defects would enable a fast intervention and thus reducing costs for the reparation. Statistically was proven, that the defects are not caused by exceeding of any measured parameter in the production. However, they are caused by an unsuitable combination of more parameters. In such case artificial intelligence elements can be successfully applied. A multilayer artificial neural network was used for the prediction of defective ingots. Results, which were reached at prediction with neural network, are very interesting. In some cases even 100% accordance occurred. At some types of ingots technological deviations exhibit by defects, which occur as late as in the process of forging. Prediction of such defects would enable a fast intervention and thus reducing costs for the reparation. Statistically was proven, that the defects are not caused by exceeding of any measured parameter in the production. However, they are caused by an unsuitable combination of more parameters. In such case artificial intelligence elements can be successfully applied. A multilayer artificial neural network was used for the prediction of defective ingots. Results, which were reached at prediction with neural network, are very interesting. In some cases even 100% accordance occurred. (en)
Title	Prediction of Forging Ingots Defects Using Neural Networks Prediction of Forging Ingots Defects Using Neural Networks (en)
skos:prefLabel	Prediction of Forging Ingots Defects Using Neural Networks Prediction of Forging Ingots Defects Using Neural Networks (en)
skos:notation	RIV/61989100:27360/11:86080579!RIV12-MPO-27360___
http://linked.open...avai/predkladatel	Fakulta metalurgie a materiálového inženýrství
http://linked.open...avai/riv/aktivita	P
http://linked.open...avai/riv/aktivity	P(FR-TI3/818)
http://linked.open...vai/riv/dodaniDat	2012
http://linked.open...aciTvurceVysledku	Valíček, Jan Jančíková, Zora Koštial, Pavol Ružiak, Ivan
http://linked.open.../riv/druhVysledku	D - Článek ve sborníku
http://linked.open...iv/duvernostUdaju	S - Úplné a pravdivé údaje nepodléhající ochraně podle zvláštních právních předpisů
http://linked.open...titaPredkladatele	Vysoká škola báňská - Technická univerzita Ostrava / Fakulta metalurgie a materiálového inženýrství
http://linked.open...dnocenehoVysledku	222721
http://linked.open...ai/riv/idVysledku	RIV/61989100:27360/11:86080579
http://linked.open...riv/jazykVysledku	eng - angličtina
http://linked.open.../riv/klicovaSlova	ingots, model, neural networks, prediction, steel (en)
http://linked.open.../riv/klicoveSlovo	ingots model neural networks prediction steel
http://linked.open...ontrolniKodProRIV	[6E7396D56B4B]
http://linked.open...v/mistoKonaniAkce	Puerto De La Cruz, Tenerife
http://linked.open...i/riv/mistoVydani	Neuvedeno
http://linked.open...i/riv/nazevZdroje	Recent Researches in Engineering and Automatic Control
http://linked.open...in/vavai/riv/obor	JG
http://linked.open...ichTvurcuVysledku	4 (xsd:int)
http://linked.open...cetTvurcuVysledku	5 (xsd:int)
http://linked.open...vavai/riv/projekt	*EXTERNAL FIXATION
http://linked.open...UplatneniVysledku	2011
http://linked.open...iv/tvurceVysledku	Frydrýšek, Karel Jančíková, Zora Koštial, Pavol Ružiak, Ivan Valíček, Jan
http://linked.open...vavai/riv/typAkce	WRD - Světová
http://linked.open.../riv/zahajeniAkce	2011-12-10 (xsd:date)
number of pages	4 (xsd:int)
http://purl.org/ne...btex#hasPublisher	WSEAS Press
https://schema.org/isbn	978-1-61804-057-2
http://localhost/t...ganizacniJednotka	27360
is http://linked.open...avai/riv/vysledek of	Prediction of Forging Ingots Defects Using Neural Networks Prediction of Forging Ingots Defects Using Neural Networks

Faceted Search & Find service v1.16.116 as of Feb 22 2024

Alternative Linked Data Documents: ODE Content Formats:

RDF

ODATA

Microdata

About

OpenLink Virtuoso version 07.20.3239 as of Feb 22 2024, on Linux (x86_64-pc-linux-gnu), Single-Server Edition (126 GB total memory, 90 GB memory in use)
Data on this page belongs to its respective rights holders.
Virtuoso Faceted Browser Copyright © 2009-2024 OpenLink Software