Prediction of steel temperature during the melting of steel in electric arc furnace using artificial intelligence
The result's identifiers
Result code in IS VaVaI
<a href="https://www.isvavai.cz/riv?ss=detail&h=RIV%2F61989100%3A27360%2F11%3A86081261" target="_blank" >RIV/61989100:27360/11:86081261 - isvavai.cz</a>
Alternative codes found
RIV/25877950:_____/11:#0000027
Result on the web
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DOI - Digital Object Identifier
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Alternative languages
Result language
angličtina
Original language name
Prediction of steel temperature during the melting of steel in electric arc furnace using artificial intelligence
Original language description
The new system for predicting the steel temperature in an electric arc furnace has been developed with a view to reduction of energy intensity of steel production in EAF in VITKOVICE HEAVY MACHINERY a.s. This system was developed using artificial intelligence methods. The system not only analyses a process according to submitted sample of input and output data, but also recognizes time snaps of processes in their course, analyses them, transfer them to additional inputs for consequential analysis. The aim of developed system is the reduction of number of steel temperature measurement, which is carried during off-furnace shortening of melting time and limit overheating of the steel. After verifying the off-line system on dataset from heats performed inyears 2008 - 2010, an on-line version of system was installed at EAF. The accuracy of predicted temperature is now compared with actual measured temperature, the deviations are analyzed and model is still optimized.
Czech name
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Czech description
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Classification
Type
D - Article in proceedings
CEP classification
JG - Metallurgy, metal materials
OECD FORD branch
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Result continuities
Project
<a href="/en/project/FR-TI1%2F351" target="_blank" >FR-TI1/351: *Research, development and verification of production technology new grades of high alloyed steels destined for forging with regard to reduction of energy intensity of steel production</a><br>
Continuities
N - Vyzkumna aktivita podporovana z neverejnych zdroju
Others
Publication year
2011
Confidentiality
S - Úplné a pravdivé údaje o projektu nepodléhají ochraně podle zvláštních právních předpisů
Data specific for result type
Article name in the collection
20th Anniversary International Conference on Metallurgy and Materials: METAL 2011
ISBN
978-80-87294-24-6
ISSN
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e-ISSN
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Number of pages
6
Pages from-to
74-79
Publisher name
Tanger
Place of publication
Ostrava
Event location
Brno
Event date
May 18, 2011
Type of event by nationality
WRD - Celosvětová akce
UT code for WoS article
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