Using Control System Signals for Tool Wear Monitoring in Metal Cutting Process (CROSBI ID 498696)
Prilog sa skupa u zborniku | izvorni znanstveni rad | međunarodna recenzija
Podaci o odgovornosti
Brezak, Danko ; Udiljak, Toma ; Mihoci, Kristijan ; Majetić, Dubravko ; Novaković, Branko ; Kasać, Josip
engleski
Using Control System Signals for Tool Wear Monitoring in Metal Cutting Process
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.
Tool wear monitoring; Feed drives currents; Radial Basis Function Neural Network; Milling
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Podaci o prilogu
65-66-x.
2003.
objavljeno
Podaci o matičnoj publikaciji
Proceedings of the 14th International DAAAM Symposium, 2003.
Katalinic, Branko
Beč: DAAAM International Vienna
Podaci o skupu
14th International DAAAM Symposium "Intelligent Manufacturing & Automation: Focus On Reconstruction And Development"
predavanje
22.10.2003-25.10.2003
Sarajevo, Bosna i Hercegovina