Taguchi design optimization of machining parameters on the CNC end milling process of halloysite nanotube with aluminium reinforced epoxy matrix (HNT/Al/Ep) hybrid composite
This paper introduces the application of Taguchi optimization methodology in optimizing the cutting parameters of end-milling process for machining the halloysite nanotubes (HNTs) with aluminium reinforced epoxy hybrid composite material under dry condition. The machining parameters which are chosen...
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Taylor and Francis Ltd.
2023
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| author | Pang J.S. Ansari M.N.M. Zaroog O.S. Ali M.H. Sapuan S.M. |
| author2 | 57971271800 |
| author_facet | 57971271800 Pang J.S. Ansari M.N.M. Zaroog O.S. Ali M.H. Sapuan S.M. |
| author_sort | Pang J.S. |
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| collection | Institutional Repository |
| content_provider | Universiti Tenaga Nasional |
| content_source | UNITEN Institutional Repository |
| continent | Asia |
| country | Malaysia |
| description | This paper introduces the application of Taguchi optimization methodology in optimizing the cutting parameters of end-milling process for machining the halloysite nanotubes (HNTs) with aluminium reinforced epoxy hybrid composite material under dry condition. The machining parameters which are chosen to be evaluated in this study are the depth of cut (d), cutting speed (S) and feed rate (f). While, the response factors to be measured are the surface roughness of the machined composite surface and the cutting force. An orthogonal array of the Taguchi method was set-up and used to analyse the effect of the milling parameters on the surface roughness and cutting force. The result from this study shows that the application of the Taguchi method can determine the best combination of machining parameters that can provide the optimal machining response conditions which are the lowest surface roughness and lowest cutting force value. For the best surface finish, A1–B3–C3 (d = 0.4 mm, S = 1500 rpm, f = 60 mmpm) is found to be the optimized combination of levels for all the three control factors from the analysis. Meanwhile, the optimized combination of levels for all the three control factors from the analysis which provides the lowest cutting force was found to be A2–B2–C2 (d = 0.6 mm, S = 1000 rpm, f = 40 mmpm). © 2013 Housing and Building National Research Center. Production and hosting by Elsevier B.V. |
| format | Article |
| id | my.uniten.dspace-21951 |
| institution | Universiti Tenaga Nasional |
| publishDate | 2023 |
| publisher | Taylor and Francis Ltd. |
| record_format | dspace |
| spelling | my.uniten.dspace-219512023-05-16T10:46:15Z Taguchi design optimization of machining parameters on the CNC end milling process of halloysite nanotube with aluminium reinforced epoxy matrix (HNT/Al/Ep) hybrid composite Pang J.S. Ansari M.N.M. Zaroog O.S. Ali M.H. Sapuan S.M. 57971271800 55489853600 57189246634 54392506800 35230794000 This paper introduces the application of Taguchi optimization methodology in optimizing the cutting parameters of end-milling process for machining the halloysite nanotubes (HNTs) with aluminium reinforced epoxy hybrid composite material under dry condition. The machining parameters which are chosen to be evaluated in this study are the depth of cut (d), cutting speed (S) and feed rate (f). While, the response factors to be measured are the surface roughness of the machined composite surface and the cutting force. An orthogonal array of the Taguchi method was set-up and used to analyse the effect of the milling parameters on the surface roughness and cutting force. The result from this study shows that the application of the Taguchi method can determine the best combination of machining parameters that can provide the optimal machining response conditions which are the lowest surface roughness and lowest cutting force value. For the best surface finish, A1–B3–C3 (d = 0.4 mm, S = 1500 rpm, f = 60 mmpm) is found to be the optimized combination of levels for all the three control factors from the analysis. Meanwhile, the optimized combination of levels for all the three control factors from the analysis which provides the lowest cutting force was found to be A2–B2–C2 (d = 0.6 mm, S = 1000 rpm, f = 40 mmpm). © 2013 Housing and Building National Research Center. Production and hosting by Elsevier B.V. Final 2023-05-16T02:46:15Z 2023-05-16T02:46:15Z 2014 Article 10.1016/j.hbrcj.2013.09.007 2-s2.0-85058425677 https://www.scopus.com/inward/record.uri?eid=2-s2.0-85058425677&doi=10.1016%2fj.hbrcj.2013.09.007&partnerID=40&md5=b3836eb86568a3c7a9b9e8bfaac9efb7 https://irepository.uniten.edu.my/handle/123456789/21951 10 2 138 144 All Open Access, Gold, Green Taylor and Francis Ltd. Scopus |
| spellingShingle | Pang J.S. Ansari M.N.M. Zaroog O.S. Ali M.H. Sapuan S.M. Taguchi design optimization of machining parameters on the CNC end milling process of halloysite nanotube with aluminium reinforced epoxy matrix (HNT/Al/Ep) hybrid composite |
| title | Taguchi design optimization of machining parameters on the CNC end milling process of halloysite nanotube with aluminium reinforced epoxy matrix (HNT/Al/Ep) hybrid composite |
| title_full | Taguchi design optimization of machining parameters on the CNC end milling process of halloysite nanotube with aluminium reinforced epoxy matrix (HNT/Al/Ep) hybrid composite |
| title_fullStr | Taguchi design optimization of machining parameters on the CNC end milling process of halloysite nanotube with aluminium reinforced epoxy matrix (HNT/Al/Ep) hybrid composite |
| title_full_unstemmed | Taguchi design optimization of machining parameters on the CNC end milling process of halloysite nanotube with aluminium reinforced epoxy matrix (HNT/Al/Ep) hybrid composite |
| title_short | Taguchi design optimization of machining parameters on the CNC end milling process of halloysite nanotube with aluminium reinforced epoxy matrix (HNT/Al/Ep) hybrid composite |
| title_sort | taguchi design optimization of machining parameters on the cnc end milling process of halloysite nanotube with aluminium reinforced epoxy matrix (hnt/al/ep) hybrid composite |
| url_provider | http://dspace.uniten.edu.my/ |