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Pregled bibliografske jedinice broj: 360304

Zbornik radova

Autori: Bajić, Dražen; Gjeldum, Nikola; Veža, Ivica
Naslov: Examinantion and Modeling of the Influence of Cutting Parameters on the Surface Roughness in Face Milling
Izvornik: Eighth International Conference on Advanced Manufacturing Systems Proceedings / Kuljanić, Elso (ur.). - Udine : International Centre for Mechanical Sciences , 2008. 123-133 (ISBN: 88-85137-22-9).
Skup: AMST'08 Advanced Manufacturing Systems and Technology
Mjesto i datum: Udine, Italija, 12-13.06.2008.
Ključne riječi: Face milling; Surface roughness; Regression; Neutral networks
Sažetak:
Surface roughness, as indicator of surface quality, is one of the most specified customer requirements in machining of parts. This study examines the influence of three cutting parameters on the surface roughness in face milling. The cutting speed, the feed rate and the depth of cut have been taken as influential factors. Two modelling methodology, namely regression analysis and neural networks, have been applied to experimentally determined data. Also, for both methodologies the ability of interpolation and extrapolation has been tested. Results obtained by neural network models have been compared to those obtained by regression models. Both methodologies give nearly similar results when interpolation is observed. However, regarding extrapolation neural network models give better results.
Vrsta sudjelovanja: Predavanje
Vrsta prezentacije u zborniku: Cjeloviti rad (više od 1500 riječi)
Vrsta recenzije: Međunarodna recenzija
Projekt / tema: 023-0692976-1742, 023-0231926-2194
Izvorni jezik: ENG
Kategorija: Znanstveni
Znanstvena područja:
Strojarstvo
Upisao u CROSBI: iveza@fesb.hr (iveza@fesb.hr), 27. Lip. 2008. u 11:26 sati



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