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Zbornik radova

Autori: Bajić, Dražen; Celent, Luka; Jozić, Sonja
Naslov: Analyzing and Modeling of the Influence of Cutting Parameters on the Cutting Force in Face Milling
Izvornik: Trends in the Development of Machinery and Associated Technology - TMT 2010 / Sabahudin Ekinović, Yildirim Uctug, Joan Vivancos Calvet (ur.). - Zenica, BiH : Faculty of Mechanical Engineering in Zenica , 2010. 17-20.
ISSN: 1840-4944
Skup: 14th International Research/Expert Conference
Mjesto i datum: Mediteran (krstarenje), 11-18.09.2010.
Ključne riječi: face milling; cutting force; regression analysis; radial basis function neural network
Sažetak:
The general manufacturing problem can be described as the achievement of a predefined product quality with given equipment, cost and time constraints. This paper examines the influence of three cutting parameters on the cutting force components during face milling of steel 42CrMo4. The cutting speed, the feed per tooth and the depth of cut have been taken as influential factors. Two modeling methodologies, namely regression analysis and neural networks, have been applied to experimentally determined data. Results obtained by the models have been compared. The research has shown that whit small training dataset, neural networks modeling methodologies are comparable with regression analysis methodology and it can even offer better result, in this case average relative error of 2, 62%.
Vrsta sudjelovanja: Predavanje
Vrsta prezentacije u zborniku: Cjeloviti rad (više od 1500 riječi)
Vrsta recenzije: Međunarodna recenzija
Projekt / tema: 023-0692976-1742
Izvorni jezik: ENG
Kategorija: Znanstveni
Znanstvena područja:
Strojarstvo
Upisao u CROSBI: sjozic@fesb.hr (sjozic@fesb.hr), 20. Ruj. 2010. u 14:07 sati



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