Investigating effects of cutting parameters on surface roughness machined by turning of C45 steel based on Taguchi methodology and ANOVA
The present study investigates the effects of cutting parameters (cutting speed, feed rate, and depth of cut) on the roughness of the finished surface during turning C45 steel using CNC QUICK TURN 150 SG (Mazak, Japan) with carbide inserts WNMG431PP CA525 (Kyocera Precision Tools TAC08616). The exp...
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| Format: | Article |
| Language: | English |
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Can Tho University Publisher
2025-03-01
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| Series: | CTU Journal of Innovation and Sustainable Development |
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| Online Access: | http://web2010.thanhtoan/index.php/ctujs/article/view/1037 |
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| author | Thanh Thuong Huynh Hoai Tan Nguyen Quoc Khanh Huynh Van Cuong Nguyen Van Huu Bui |
| author_facet | Thanh Thuong Huynh Hoai Tan Nguyen Quoc Khanh Huynh Van Cuong Nguyen Van Huu Bui |
| author_sort | Thanh Thuong Huynh |
| collection | DOAJ |
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The present study investigates the effects of cutting parameters (cutting speed, feed rate, and depth of cut) on the roughness of the finished surface during turning C45 steel using CNC QUICK TURN 150 SG (Mazak, Japan) with carbide inserts WNMG431PP CA525 (Kyocera Precision Tools TAC08616). The experiment design was based on the Taguchi method. The results show that the feed rate significantly influences surface roughness; the cutting velocity is second in order, and the depth of cut is the weakest influence parameter on the surface roughness. The regression equation was proposed to predict the roughness of turned surfaces and its determination coefficient ( ) of 0.9985. The prediction predicted by the regression models is compared to the experiment. The mean absolute and square error values are 6.73% and 0.85%. Hence, the model is reliable in estimating surface roughness.
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| format | Article |
| id | doaj-art-c9752d95a90842d681a365eeae9e5edc |
| institution | Kabale University |
| issn | 2588-1418 2815-6412 |
| language | English |
| publishDate | 2025-03-01 |
| publisher | Can Tho University Publisher |
| record_format | Article |
| series | CTU Journal of Innovation and Sustainable Development |
| spelling | doaj-art-c9752d95a90842d681a365eeae9e5edc2025-08-20T03:26:35ZengCan Tho University PublisherCTU Journal of Innovation and Sustainable Development2588-14182815-64122025-03-0117Special issue: ETMDInvestigating effects of cutting parameters on surface roughness machined by turning of C45 steel based on Taguchi methodology and ANOVAThanh Thuong HuynhHoai Tan Nguyen0Quoc Khanh Huynh1Van Cuong Nguyen2Van Huu BuiCan Tho UnviversityCan Tho UnviversityCan Tho Unviversity The present study investigates the effects of cutting parameters (cutting speed, feed rate, and depth of cut) on the roughness of the finished surface during turning C45 steel using CNC QUICK TURN 150 SG (Mazak, Japan) with carbide inserts WNMG431PP CA525 (Kyocera Precision Tools TAC08616). The experiment design was based on the Taguchi method. The results show that the feed rate significantly influences surface roughness; the cutting velocity is second in order, and the depth of cut is the weakest influence parameter on the surface roughness. The regression equation was proposed to predict the roughness of turned surfaces and its determination coefficient ( ) of 0.9985. The prediction predicted by the regression models is compared to the experiment. The mean absolute and square error values are 6.73% and 0.85%. Hence, the model is reliable in estimating surface roughness. http://web2010.thanhtoan/index.php/ctujs/article/view/1037Surface roughness, cutting parameters, Taguchi method, ANOVA |
| spellingShingle | Thanh Thuong Huynh Hoai Tan Nguyen Quoc Khanh Huynh Van Cuong Nguyen Van Huu Bui Investigating effects of cutting parameters on surface roughness machined by turning of C45 steel based on Taguchi methodology and ANOVA CTU Journal of Innovation and Sustainable Development Surface roughness, cutting parameters, Taguchi method, ANOVA |
| title | Investigating effects of cutting parameters on surface roughness machined by turning of C45 steel based on Taguchi methodology and ANOVA |
| title_full | Investigating effects of cutting parameters on surface roughness machined by turning of C45 steel based on Taguchi methodology and ANOVA |
| title_fullStr | Investigating effects of cutting parameters on surface roughness machined by turning of C45 steel based on Taguchi methodology and ANOVA |
| title_full_unstemmed | Investigating effects of cutting parameters on surface roughness machined by turning of C45 steel based on Taguchi methodology and ANOVA |
| title_short | Investigating effects of cutting parameters on surface roughness machined by turning of C45 steel based on Taguchi methodology and ANOVA |
| title_sort | investigating effects of cutting parameters on surface roughness machined by turning of c45 steel based on taguchi methodology and anova |
| topic | Surface roughness, cutting parameters, Taguchi method, ANOVA |
| url | http://web2010.thanhtoan/index.php/ctujs/article/view/1037 |
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