In this experimental study, the 50CrV4 (SAE 6150) steel was subjected to the machining tests with coated carbide and cermet cutting tools in a turning operation. The tests were carried out at various cutting speeds, feed rates and cutting depths. In the light of these parameters, cutting forces and surface-roughness values were determined. Three components (Fa, Fr and Fc) of the cutting forces were measured during the tests using a dynamometer, while the machined surface-roughness values were determined using a surface roughness measuring unit. A multiple regression analysis and experimental design were performed statistically. The measured surface-roughness values were used for the modeling with an artificial neural network system (ANNS). The relations between the cutting forces and the surface-roughness values werealso defined.

Rights

URN

URN:NBN:SI:DOC-5UNCMY7A

COBISSID

1047466

Added

06.11.2015

Metadata

Citation

APA:

Tolga Ozkan, Murat, Ulas, Hasan Basri, Bilgin, Musa (2014). Experimental design and artificial neural network model for turning the 50CrV4 (SAE 6150) alloy using coated carbide/cermet cutting tools. Materiali in tehnologije, volume 48, issue 2, str. 227-236. URN:NBN:SI:DOC-5UNCMY7A from http://www.dlib.si

MLA:

Tolga Ozkan, Murat, Ulas, Hasan Basri, Bilgin, Musa. "Experimental design and artificial neural network model for turning the 50CrV4 (SAE 6150) alloy using coated carbide/cermet cutting tools." Materiali in tehnologije volume 48. issue 2 (2014) str. 227-236.
<http://www.dlib.si/?URN=URN:NBN:SI:DOC-5UNCMY7A>

Materiali in tehnologije
2000-
(Assembly record)

Experimental design and artificial neural network model for turning the 50CrV4 (SAE 6150) alloy using coated carbide/cermet cutting toolsEksperimentalna zasnova in model umetne nevronske mreže za struženje jekla 50CrV4 (SAE 6150) z uporabo orodij s karbidno ali kermetno prevleko

Experimental design and artificial neural network model for turning the 50CrV4 (SAE 6150) alloy using coated carbide/cermet cutting tools
Eksperimentalna zasnova in model umetne nevronske mreže za struženje jekla 50CrV4 (SAE 6150) z uporabo orodij s karbidno ali kermetno prevleko