Minimization of Surface Roughness and Machining Deformation in Milling of Al Alloy Thin-Walled Parts
العنوان: | Minimization of Surface Roughness and Machining Deformation in Milling of Al Alloy Thin-Walled Parts |
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المؤلفون: | Su-Jin Kim, Xu Feng, Sheng-Hao Xu, Cheng Dejun, Zhang Shengwen, Chun-Yan Zhang |
المصدر: | International Journal of Precision Engineering and Manufacturing. 21:1597-1613 |
بيانات النشر: | Springer Science and Business Media LLC, 2020. |
سنة النشر: | 2020 |
مصطلحات موضوعية: | 0209 industrial biotechnology, Materials science, Mechanical Engineering, Alloy, Thin walled, 02 engineering and technology, Function (mathematics), engineering.material, Deformation (meteorology), Industrial and Manufacturing Engineering, Transverse plane, 020303 mechanical engineering & transports, 020901 industrial engineering & automation, 0203 mechanical engineering, engineering, Surface roughness, Minification, Electrical and Electronic Engineering, Composite material, Machining deformation |
الوصف: | This study focused on investigating the surface roughness in the feed direction (Ra-Fd), surface roughness in the transverse direction (Ra-Td), and thin-walled parts deformation (TWD) during milling of Al alloy 5083. The response surface method (RSM) was used to conduct experiments and establish the models of Ra-Fd, Ra-Td, and TWD under various cutting parameters. The significance of cutting parameters on Ra-Fd, Ra-Td, and TWD was analyzed by analysis of variance. It was observed that the Ra-Fd and Ra-Td are mainly influenced by the spindle speed, depth of cut, transverse size and feed rate, while the TWD is mainly influenced by the depth of cut. A comparison of RSM-optimum function and artificial bee colony (ABC) algorithm optimum programming was conducted to obtain the best cutting conditions leading to minimum Ra-Fd, Ra-Td and TWD simultaneously. From the presented results, ABC algorithm was able to obtain the better cutting strategy. Finally, the performance of the proposed cutting strategy was verified by confirmation experiments. |
تدمد: | 2005-4602 2234-7593 |
URL الوصول: | https://explore.openaire.eu/search/publication?articleId=doi_________::04bbe07fee2800590b59969cf77de7f8 https://doi.org/10.1007/s12541-020-00366-0 |
حقوق: | CLOSED |
رقم الأكسشن: | edsair.doi...........04bbe07fee2800590b59969cf77de7f8 |
قاعدة البيانات: | OpenAIRE |
تدمد: | 20054602 22347593 |
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