Investigation of the effect of AWJ drilling parameters for delamination factor and surface roughness on GFRP composite material
dc.authorid | 0000-0002-1628-1316 | en_US |
dc.authorid | 0000-0002-7103-0616 | en_US |
dc.authorid | 0000-0003-4073-4837 | en_US |
dc.authorid | 0000-0002-0328-9538 | en_US |
dc.contributor.author | Karataş, Meltem Altın | |
dc.contributor.author | Gökkaya, Hasan | |
dc.contributor.author | Akıncıoğlu, Sıtkı | |
dc.contributor.author | Biberci, Mehmet Ali | |
dc.date.accessioned | 2023-08-16T10:56:49Z | |
dc.date.available | 2023-08-16T10:56:49Z | |
dc.date.issued | 2022 | en_US |
dc.department | BAİBÜ, Gerede Meslek Yüksekokulu, Makine ve Metal Teknolojileri Bölümü | en_US |
dc.description.abstract | Purpose The purpose of this study is to optimize processing parameters to get the smallest average surface roughness (Ra) and delamination damage (F-d) values during drilling via abrasive water jet (AWJ) of the glass fiber-reinforced polymer composite material produced at [0 degrees/90 degrees](s) fiber orientation angles. Design/methodology/approach Drilling experiments were done via AWJ with three-axis computer numerical control (CNC) control system. Machine processing parameters such as water pressure of 3,600, 4,300, 4,800 and 5,300 bar; stand-off distance of 1, 2, 3 and 4 mm; traverse rate of 750, 1,500, 2,000 and 3,000 mm/min; and hole diameters of 8, 10, 12 and 14 mm have been selected. The effects of processing parameters in drilling experiments were investigated in conformity with the Taguchi L-16 orthogonal array and the data obtained were analyzed using Minitab 17 software. The signal/noise (S/N) ratio was taken as a basis for evaluating the test results. Optimum processing conditions were determined by calculating the S/N ratio for both Ra and F-d in conformity with the smaller is better approximation. The effects of processing parameters on Ra and F-d were statistically investigated using analysis of variance, S/N ratio and Taguchi-based gray relational analysis. Ra and F-d were predicted by evaluating with the ANN model and were predicted with the least amount of error. Findings It has been determined that the most effective parameter for Ra and F-d is the water pressure and then the stand-off distance. Originality/value The novel approach is to reduce cost and the time spent by using Taguchi optimization as a result of AWJ drilling the material in this fiber orientation [0 degrees/90 degrees](s). | en_US |
dc.identifier.citation | Altin Karataş, M., Gökkaya, H., Akincioğlu, S., & Biberci, M. A. (2022). Investigation of the effect of AWJ drilling parameters for delamination factor and surface roughness on GFRP composite material. Multidiscipline Modeling in Materials and Structures, 18(4), 734-753. | en_US |
dc.identifier.doi | 10.1108/MMMS-04-2022-0071 | |
dc.identifier.endpage | 753 | en_US |
dc.identifier.issn | 1573-6105 | |
dc.identifier.issn | 1573-6113 | |
dc.identifier.issue | 4 | en_US |
dc.identifier.scopus | 2-s2.0-85135225055 | en_US |
dc.identifier.scopusquality | Q3 | en_US |
dc.identifier.startpage | 734 | en_US |
dc.identifier.uri | http://dx.doi.org/10.1108/MMMS-04-2022-0071 | |
dc.identifier.uri | https://hdl.handle.net/20.500.12491/11549 | |
dc.identifier.volume | 18 | en_US |
dc.identifier.wos | WOS:000834723100001 | en_US |
dc.identifier.wosquality | Q3 | en_US |
dc.indekslendigikaynak | Web of Science | en_US |
dc.indekslendigikaynak | Scopus | en_US |
dc.institutionauthor | Karataş, Meltem Altın | |
dc.language.iso | en | en_US |
dc.publisher | Emerald Group Publishing Ltd | en_US |
dc.relation.ispartof | Multidiscipline Modeling in Materials and Structures | en_US |
dc.relation.publicationcategory | Makale - Uluslararası Hakemli Dergi - Kurum Öğretim Elemanı | en_US |
dc.rights | info:eu-repo/semantics/closedAccess | en_US |
dc.subject | Glass Fiber-Reinforced Polymer Composite | en_US |
dc.subject | Abrasive Water Jet | en_US |
dc.subject | Taguchi-Based Gray Relational Analysis | en_US |
dc.subject | Prediction | en_US |
dc.subject | Optimization | en_US |
dc.subject | Strength | en_US |
dc.title | Investigation of the effect of AWJ drilling parameters for delamination factor and surface roughness on GFRP composite material | en_US |
dc.type | Article | en_US |