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Title:Analiza topografije robotsko lasersko kaljenih materialov s pomočjo strojnega učenja
Authors:ID Babič, Matej (Author)
Files:.pdf Analiza_topografije_robotsko-Babic-2020.pdf (2,26 MB)
MD5: 361C97CCCD7F2171C7FAB1638824F30D
 
URL https://journals.um.si/index.php/anali-pazu/article/view/2008
 
Language:Slovenian
Work type:Scientific work
Typology:1.01 - Original Scientific Article
Organization:UZUM - University of Maribor Press
Abstract:Laserska obdelava materialov, vključno s toplotno obdelavo, temelji na uporabi laserskega sevanja, ki vam omogoča, da na zelo majhni površini ustvarite visoke gostote toplotnega polja, potrebne za intenzivno segrevanje ali taljenje. V članku je predstavljen vpliv parametra robotske laserske celice na topografijo materialov. S pomočjo metod strojnega učenja je predstavljeno, kako parametri robotske laserske celice vplivajo na trdoto in hrapavost kaljenega materiala, ter kakšna je povezava med trdoto in hrapavostjo.
Keywords:laser, robot, strojno učenje
Publication status:Published
Publication version:Version of Record
Publication date:01.01.2020
Place of publishing:Maribor
Publisher:Univerza v Mariboru, Univerzitetna založba
Year of publishing:2020
Number of pages:4
Numbering:Letn.10, št.1/2
PID:20.500.12556/DKUM-97283 New window
UDC:004.8
ISSN on article:2820-364X
COBISS.SI-ID:26598403 New window
DOI:10.18690/analipazu.10.1-2.24-27.2020 New window
Publication date in DKUM:26.02.2026
Views:168
Downloads:5
Metadata:XML DC-XML DC-RDF
Categories:Misc.
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Record is a part of a journal

Title:Anali PAZU
Publisher:Združenje Pomurska akademsko znanstvena unija, Združenje Pomurska akademsko znanstvena unija, Univerzitetna založba Univerze v Mariboru
ISSN:2232-416X
COBISS.SI-ID:257553152 New window

Licences

License:CC BY-NC-ND 4.0, Creative Commons Attribution-NonCommercial-NoDerivatives 4.0 International
Link:http://creativecommons.org/licenses/by-nc-nd/4.0/
Description:The most restrictive Creative Commons license. This only allows people to download and share the work for no commercial gain and for no other purposes.

Secondary language

Language:English
Title:Analysis Topography of Robot Laser Hardened Materials by Using Machine Learning Method
Abstract:Laser treatment of materials, including heat treatment, is based on the use of laser radiation, which allows you to create, on a very small surface, the high thermal field densities required for intense heating or melting. The article presents the influence of the robot laser cell parameter on the material topography. Machine learning methods show how the parameters of a robot laser cell affect the hardness and roughness of the hardened material, and the relationship between hardness and roughness.
Keywords:laser, robot, machine learning


Collection

This document is a part of these collections:
  1. Anali PAZU

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