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Pregled bibliografske jedinice broj: 305467

Časopis

Autori: Bajić, Dražen; Lela, Branimir; Cukor, Goran
Naslov: Examination and modelling of the influence of cutting parameters on the cutting force and the surface roughness in longitudinal turning
Izvornik: Strojniški vestnik - Journal of Mechanical Engineering (0039-2480) 54 (2008), 5; 322-333
Vrsta rada: članak
Ključne riječi: Longitudinal turning; Cutting force; Surface roughness; Regression; Neural networks
Sažetak:
This study examines the influence of three cutting parameters on the surface roughness and the cutting force components in longitudinal turning. 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. In order to find the optimal values of the cutting parameters an optimization has been carried out.
Projekt / tema: 023-0692976-1742, 069-0692976-1738
Izvorni jezik: ENG
Rad je indeksiran u
bazama podataka:
Scopus
SCI-EXP, SSCI i/ili A&HCI
Science Citation Index Expanded (SCI-EXP) (sastavni dio Web of Science Core Collectiona)
Kategorija: Znanstveni
Znanstvena područja:
Strojarstvo
URL cjelovitog teksta:
Google Scholar: Examination and modelling of the influence of cutting parameters on the cutting force and the surface roughness in longitudinal turning
Upisao u CROSBI: Dražen Bajić (dbajic@fesb.hr), 17. Ruj. 2007. u 13:38 sati



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