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Article

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Title

The Whale Optimization Algorithm in Abrasive Water Jet Machining of Tool Steel

Authors

[ 1 ] Wydział Techniczny, Akademia im. Jakuba z Paradyża | [ P ] employee

Scientific discipline (Law 2.0)

[2.3] Information and communication technology

Year of publication

2023

Published in

Procedia Computer Science

Journal year: 2023 | Journal volume: 225

Article type

scientific article / paper

Publication language

english

Keywords
EN
  • Optimization algorithms
  • meta-heuristic algorithms
  • Whale Optimization Algorithm (WOA)
  • Abrasive Water Jet (AWJ)
  • AWJ cutting process
Abstract

EN The paper presents possibility of Whale Optimization Algorithm application into abrasive waterjet (AWJ) machining of tool steel. Based on the control parameters of the process of cutting tool steel with AWJ, the objective function was determined using the Response Surface Methodology (RSM). Then the process of optimization and established the set of control parameters which the value of the objective function reaches the extremum value was carried out. Also, the effectiveness of this algorithm for optimizing the parameters of the studied process was determined. The calculated on the basis WOA value of optimum was comparison with value of the best effect determined

Pages (from - to)

1037 - 1044

DOI

10.1016/j.procs.2023.10.091

URL

https://www.sciencedirect.com/science/article/pii/S1877050923012498

Presented on

27th International Conference on Knowledge Based and Intelligent Information and Engineering Sytems (KES 2023), 6-8.09.2023, Athens, Grecja

License type

CC BY-NC-ND (attribution - noncommercial - no derivatives)

Open Access Mode

open journal

Open Access Text Version

final published version

Release date

12.2023

Date of Open Access to the publication

at the time of publication

Ministry points / journal

5

Ministry points / conference (CORE)

70