Naslov
Using Control System Signals for Tool Wear Monitoring in Metal Cutting Process

Autori
Brezak, Danko ; Udiljak, Toma ; Mihoci, Kristijan ; Majetić, Dubravko ; Novaković, Branko ; Kasać, Josip

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

Izvornik
Proceedings of the 14th International DAAAM Symposium, 2003. / Katalinic, Branko - Beč : DAAAM International Vienna, 2003, 65-66

Skup
14th International DAAAM Symposium " Intelligent Manufacturing & Automation: Focus on Reconstruction and Development"

Mjesto i datum
Sarajevo, Bosna i Hercegovina, 22.10.2003. - 25.10.2003

Vrsta sudjelovanja
Predavanje

Vrsta recenzije
Međunarodna recenzija

Ključne riječi
Tool wear monitoring; Feed drives currents; Radial Basis Function Neural Network; Milling

Sažetak
Instead of external sensory systems utilisation, nominal currents of feed drives were implemented for cutting tool wear monitoring. The signals were taken by using machine control unit. Several features from time and frequency domain have been extracted. Together with Radial Basis Function Neural Network, they were used for a tool wear level determination. Sensitivity of every type of feature to tool wearing was determined separately and in combinations. From all analyses that were carried out, only the main and most significant results are presented and discussed.

Izvorni jezik
Engleski

Znanstvena područja
Strojarstvo

POVEZANOST RADA