Management of the hydraulic descaling from rolled sheet, based on genetic algorithms

Authors

  • Алексей Николаевич Шушура Donetsk National Technical University Artema str., 58, Donetsk, 83001, Ukraine
  • Константин Николаевич Зайцев Donetsk National Technical University Artema str., 58, Donetsk, 83001, Ukraine

DOI:

https://doi.org/10.15587/1729-4061.2012.5399

Keywords:

descaling, genetic algorithms, specific scale deleting energy

Abstract

Hydraulic descaling is one of the most progressive method for scale removal in metallurgy. The most rational way to identify key reservoir parameters for hydraulic descaling  is to provide the necessary liquid jets energy to remove the scale. These parameters are specific for each grade of steel. Specific scale deleting energy e * achieving is needed to provide the effectively scale removing. Scale density is defined by real time thermal images for each section of steel sheet. Value e * exceeding is due to the additional water flow. Also, we  need to minimize the cost of management.

Therefore the control criterion can be represented as function of three variables f(H,p,γ).

Presented in the above problem belongs to a class of nonlinear optimization problems. That’s why it is advisable to use genetic algorithms. The system uses an integer encoding that match to the desired control variables value: the water pressure in the nozzles, beam position, angle nozzle.

The authors have developed a fitness function of the system.

The following statements have been used in algorithm :

  • selection of roulette;
  • single-point crossover;
  • simple mutation.
Authors have developed software to perform the calculation of the control variables values

Author Biographies

Алексей Николаевич Шушура, Donetsk National Technical University Artema str., 58, Donetsk, 83001

PhD, Associate Professor

Institute for Computer Science and Artificial Intelligence

Константин Николаевич Зайцев, Donetsk National Technical University Artema str., 58, Donetsk, 83001

Student

Institute for Computer Science and Artificial Intelligence

References

  1. Чекулаев Е.Ф. Промышленные исследования энергетических параметров низконапорной машины гидросбива окалины / Чекулаев Е.Ф., Денщик Р.В. // Восточно-европейский журнал передовых технологий – 2005 – С. 21-24.
  2. N.J. Silk. The impact energy primary descaling / N.J. Silk. // Steel Times. – 1999. – №5. – P.184 – 185.
  3. Руденко В.И., Определение основных параметров устройств для гидравлического удаления окалины / Руденко В.И., Суков Г.С., Руденко Р.В., Ошовская Е.В., Антыкуз О.В. // Металлургическая и горнорудная промышленность. – 2004. – №4. – С. 28-30.
  4. Руденко В.И. Обоснование управляющих параметров гидравлических устройств удаления окалины / Руденко В.И., Суков Г.C., Руденко Р.В., Ошовская Е.В., Антыкуз О.В. // Прогрессивные технологии и системы машиностроения: Междунар. сб. науч. трудов. – Донецк: ДонНТУ, 2004. Вып. 27. – С. 186-190.
  5. Антыкуз О.В. Разработка конструкции и исследование энергосиловых параметров усовершенствованного устройства для гидросбива окалины с поверхности листа – Донецк: ДонНТУ, 2004.

Downloads

Published

2012-12-10

How to Cite

Шушура, А. Н., & Зайцев, К. Н. (2012). Management of the hydraulic descaling from rolled sheet, based on genetic algorithms. Eastern-European Journal of Enterprise Technologies, 6(3(60), 22–25. https://doi.org/10.15587/1729-4061.2012.5399

Issue

Vol. 6 No. 3(60) (2012): CONTROL SYSTEMS

Section

Control systems

License

Copyright (c) 2014 Алексей Николаевич Шушура, Константин Николаевич Зайцев

Creative Commons License

This work is licensed under a Creative Commons Attribution 4.0 International License.

The consolidation and conditions for the transfer of copyright (identification of authorship) is carried out in the License Agreement. In particular, the authors reserve the right to the authorship of their manuscript and transfer the first publication of this work to the journal under the terms of the Creative Commons CC BY license. At the same time, they have the right to conclude on their own additional agreements concerning the non-exclusive distribution of the work in the form in which it was published by this journal, but provided that the link to the first publication of the article in this journal is preserved.

A license agreement is a document in which the author warrants that he/she owns all copyright for the work (manuscript, article, etc.).
The authors, signing the License Agreement with TECHNOLOGY CENTER PC, have all rights to the further use of their work, provided that they link to our edition in which the work was published.
According to the terms of the License Agreement, the Publisher TECHNOLOGY CENTER PC does not take away your copyrights and receives permission from the authors to use and dissemination of the publication through the world's scientific resources (own electronic resources, scientometric databases, repositories, libraries, etc.).
In the absence of a signed License Agreement or in the absence of this agreement of identifiers allowing to identify the identity of the author, the editors have no right to work with the manuscript.
It is important to remember that there is another type of agreement between authors and publishers – when copyright is transferred from the authors to the publisher. In this case, the authors lose ownership of their work and may not use it in any way.