Application of artificial neural networks for modeling output characteristics during laser processing

Authors

  • Jovana Srdić Autor
  • Borislav Savković Fakultet tehničkih nauka, Departman za proizvodno mašinstvo Autor

DOI:

https://doi.org/10.24867/27AM06Srdic

Keywords:

Laser Beam Machining, roughness, width of cut, MATLAB, modelling, artificial neural network

Abstract

Analyzing the influence of input factors on output values (roughness and width of cut) modeling the optimal combination of factors in order to achieve brtter output characteristics during laser processing. An overview of the general theory of artificial neural networks and their concrete application is given. Testing and training input data in the MATLAB program, with the aim of creating an artificial neural network capable of predicting optimal processing modes.

References

[1] M. Gostimirović. ”Nekonvencionalni postupci obrade.” Fakultet tehničkih nauka-Novi Sad. 2012.
[2] Jakovljević J. (2008) Diplomski rad
[3] https://fedorani.ni.ac.rs/fedora/get/o:1144/bdef:Content/get
[4] Goran Jovičić Diplomski master rad (2010)
[5] Nešković Marko Diplomski rad (2017)
[6] Bešević M.. Tešanović A.. Kukaras D. (2013) Primena nerđajućih čelika u mašinogradnji
[7] Vukomanov N. (2023) Diplomski rad

Published

2024-06-01