The Use of Data Mining for the Optimization of the Control Model of the Reheating Furnace

Result code in IS VaVaI

<a href="https://www.isvavai.cz/riv?ss=detail&h=RIV%2F61989100%3A27360%2F17%3A10238481" target="_blank" >RIV/61989100:27360/17:10238481 - isvavai.cz</a>

Alternative codes found

RIV/61989100:27360/18:10241665

Result on the web

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DOI - Digital Object Identifier

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Result language

angličtina

Original language name

The Use of Data Mining for the Optimization of the Control Model of the Reheating Furnace

Original language description

The paper presents basic data mining tools for optimizing the control model of the reheating furnace. It highlights data pre-processing as an important step in the data mining process mainly due to the frequent manifestations of technological indiscipline and problems with scanning the operating values of reheating furnace; its control system collects for the purpose of monitoring a number of operational data and its databases are as simple as possible; each trend is usually stored in a separate table. The aim of the paper is to demonstrate the possibilities of pre-processing data from the walking beam furnace in order to make them suitable for subsequent use for estimation parameters for the model chosen to refine the predictive properties of the selected model. These planned activities should also lead to the fulfillment of certain parts of the national program Industry 4.0 in the area of creating a &quot;digital enterprise&quot;.

Czech name

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Czech description

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Type

J_ost - Miscellaneous article in a specialist periodical

CEP classification

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OECD FORD branch

10201 - Computer sciences, information science, bioinformathics (hardware development to be 2.2, social aspect to be 5.8)

Project

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Continuities

S - Specificky vyzkum na vysokych skolach

Publication year

2017

Confidentiality

S - Úplné a pravdivé údaje o projektu nepodléhají ochraně podle zvláštních právních předpisů

Name of the periodical

Hutnické listy

ISSN

0018-8069

e-ISSN

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Volume of the periodical

LXX

Issue of the periodical within the volume

2

Country of publishing house

CZ - CZECH REPUBLIC

Number of pages

4

Pages from-to

39-42

UT code for WoS article

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EID of the result in the Scopus database

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