Naslov
INTELLIGENT MODEL FOR MACHINING STRATEGY PREDICTION

Autori
Klančnik, Simon ; Balič ; Jože ; Čuš, Franc ; Veža, Ivica

Vrsta, podvrsta i kategorija rada
Radovi u zbornicima skupova, cjeloviti rad (in extenso), znanstveni

Izvornik
Proceedings on 12th International Scientific Conference on Production Engineering / Abele, Eberhard ; Udiljak, Toma ; Ciglar, Damir - Zagreb : Hrvatska udruga proizvodnog strojarstva (HUPS), 2009, 115-118

ISBN
978-953-7689-00-1

Skup
CIM 2009

Mjesto i datum
Biograd na Moru, Hrvatska, 17.06.2009. - 20.06.2009

Vrsta sudjelovanja
Predavanje

Vrsta recenzije
Međunarodna recenzija

Ključne riječi
Kohonen neural network; SOM; CAD/CAM system; feature extraction; machine strategy; CAD segmentation

Sažetak
In this paper we present how with Kohonen neural network the prediction of machine tool-path strategy could be made, according to set technological aim. In our case the best possible surface quality of machined surface was taken as the primary technological aim. This paper shows design and implementation of system for automatic machine strategy prediction. Developed system has been tested for milling strategy prediction. The experimental results presented in this paper suggest that the prediction of milling strategy with self organization neural network (SOM) is effective.

Izvorni jezik
Engleski

Znanstvena područja
Strojarstvo

POVEZANOST RADA