hrcak mascot   Srce   HID

Izvorni znanstveni članak
https://doi.org/10.17559/TV-20161024093323

Modelling of Kerf Width in Plasma Jet Metal Cutting Process using ANN Approach

Ivan Peko   ORCID icon orcid.org/0000-0001-5048-9842 ; Faculty of Electrical Engineering, Mechanical Engineering and Naval Architecture, University of Split, Ruđera Boškovića 32, 21000 Split, Croatia
Bogdan Nedić ; Faculty of Engineering, University of Kragujevac, Sestre Janjić 6, 34000 Kragujevac, Serbia
Aleksandar Đorđević   ORCID icon orcid.org/0000-0003-2856-6578 ; Faculty of Engineering, University of Kragujevac, Sestre Janjić 6, 34000 Kragujevac, Serbia
Ivica Veža ; Faculty of Electrical Engineering, Mechanical Engineering and Naval Architecture, University of Split, Ruđera Boškovića 32, 21000 Split, Croatia

Puni tekst: engleski, pdf (1 MB) str. 401-406 preuzimanja: 347* citiraj
APA 6th Edition
Peko, I., Nedić, B., Đorđević, A. i Veža, I. (2018). Modelling of Kerf Width in Plasma Jet Metal Cutting Process using ANN Approach. Tehnički vjesnik, 25 (2), 401-406. https://doi.org/10.17559/TV-20161024093323
MLA 8th Edition
Peko, Ivan, et al. "Modelling of Kerf Width in Plasma Jet Metal Cutting Process using ANN Approach." Tehnički vjesnik, vol. 25, br. 2, 2018, str. 401-406. https://doi.org/10.17559/TV-20161024093323. Citirano 17.02.2020.
Chicago 17th Edition
Peko, Ivan, Bogdan Nedić, Aleksandar Đorđević i Ivica Veža. "Modelling of Kerf Width in Plasma Jet Metal Cutting Process using ANN Approach." Tehnički vjesnik 25, br. 2 (2018): 401-406. https://doi.org/10.17559/TV-20161024093323
Harvard
Peko, I., et al. (2018). 'Modelling of Kerf Width in Plasma Jet Metal Cutting Process using ANN Approach', Tehnički vjesnik, 25(2), str. 401-406. https://doi.org/10.17559/TV-20161024093323
Vancouver
Peko I, Nedić B, Đorđević A, Veža I. Modelling of Kerf Width in Plasma Jet Metal Cutting Process using ANN Approach. Tehnički vjesnik [Internet]. 2018 [pristupljeno 17.02.2020.];25(2):401-406. https://doi.org/10.17559/TV-20161024093323
IEEE
I. Peko, B. Nedić, A. Đorđević i I. Veža, "Modelling of Kerf Width in Plasma Jet Metal Cutting Process using ANN Approach", Tehnički vjesnik, vol.25, br. 2, str. 401-406, 2018. [Online]. https://doi.org/10.17559/TV-20161024093323

Sažetak
In this paper Artificial Neural Network (ANN) model was developed for prediction of kerf width in plasma jet metal cutting process. Process parameters whose influence was analyzed are cutting height, cutting speed and arc current. An L18 (21x37) Taguchi orthogonal array experiment was conducted on aluminium sheet of 3 mm thickness. Using the experimental data a feed – forward backpropagation artificial neural network model was developed. After the prediction accuracy of the developed model was verified, the model was used to generate plots that show influence of process parameters and their interactions on analzyed kerf width and to get conlusions about process parameters values that lead to minimal kerf width.

Ključne riječi
artificial neural networks; kerf width; modelling; plasma jet metal cutting

Hrčak ID: 199136

URI
https://hrcak.srce.hr/199136

Posjeta: 569 *