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MODELING OF MACHINED SURFACE ROUGHNESS AND OPTIMIZATION OF CUTTING PARAMETERS IN FACE MILLING (CROSBI ID 137819)

Prilog u časopisu | izvorni znanstveni rad | međunarodna recenzija

Bajić, Dražen ; Lela, Branimir ; Živković, Dražen MODELING OF MACHINED SURFACE ROUGHNESS AND OPTIMIZATION OF CUTTING PARAMETERS IN FACE MILLING // Metalurgija, 47 (2008), 4; 331-334

Podaci o odgovornosti

Bajić, Dražen ; Lela, Branimir ; Živković, Dražen

engleski

MODELING OF MACHINED SURFACE ROUGHNESS AND OPTIMIZATION OF CUTTING PARAMETERS IN FACE MILLING

The influence of cutting parameters on surface roughness in face milling has been examined. Cutting speed, feed rate and depth of cut have been taken into consideration as the influential factors. A series of experiments have been carried out in accordance with a design of experiment (DOE). In order to obtain mathematical models that are able to predict surface roughness two different modeling approaches, namely regression analysis and neural networks, have been applied to experimentally determined data. Obtained results have been compared and neural network model gives better explanation of the observed physical system. Optimal cutting parameters have been found using simplex optimization algorithm

Face milling; Surface roughness; DOE; Regression; Neural networks

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Podaci o izdanju

47 (4)

2008.

331-334

objavljeno

0543-5846

Povezanost rada

Strojarstvo

Indeksiranost