Optimum Cutting Parameters for Carbon-Fiber-Reinforced Polymer Composites: A Synergistic Approach with Simulated Annealing and Genetic Algorithms in Drilling Processes

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dc.authoridFidan, Ismail/0000-0002-4233-1049
dc.contributor.authorIsik, Birhan
dc.contributor.authorGultekin, Mehmet Sah
dc.contributor.authorFidan, Ismail
dc.contributor.authorJun, Martin Byung-Guk
dc.date.accessioned2024-12-24T19:33:44Z
dc.date.available2024-12-24T19:33:44Z
dc.date.issued2024
dc.departmentSiirt Üniversitesi
dc.description.abstractThis paper presents a unique approach to generate a number of cutting knowledge blocks for the surface roughness analysis of the drilling process for carbon-fiber-reinforced polymer composite (CFRP) materials. The influence of drilling on the surface quality of woven CFRP materials was investigated experimentally. The CFRP material (0/90 degrees fiber orientation) was drilled at different cutting parameters and the surface roughness of the hole was measured. A set of tests was carried out using carbide drills of 8 mm in diameter at 50, 70, and 90 m/min cutting speeds, 2, 3, and 4 flute numbers, and 0.2, 0.3, and 0.4 mm/rev feed rates. The Simulated Annealing (SA) and Genetic Algorithm (GA) methods were used for optimization. Based on the experimental findings and optimization techniques applied, optimal cutting parameters were derived, which were subsequently adjusted to enhance surface quality. Overall, the cutting parameters are carefully optimized to achieve good surface roughness quality in the drilling of CFRP.
dc.identifier.doi10.3390/pr12071477
dc.identifier.issn2227-9717
dc.identifier.issue7
dc.identifier.scopus2-s2.0-85199599566
dc.identifier.scopusqualityQ2
dc.identifier.urihttps://doi.org/10.3390/pr12071477
dc.identifier.urihttps://hdl.handle.net/20.500.12604/8262
dc.identifier.volume12
dc.identifier.wosWOS:001277232900001
dc.identifier.wosqualityN/A
dc.indekslendigikaynakWeb of Science
dc.indekslendigikaynakScopus
dc.language.isoen
dc.publisherMdpi
dc.relation.ispartofProcesses
dc.relation.publicationcategoryMakale - Uluslararası Hakemli Dergi - Kurum Öğretim Elemanı
dc.rightsinfo:eu-repo/semantics/openAccess
dc.snmzKA_20241222
dc.subjectCFRP
dc.subjectdrilling
dc.subjectsurface roughness
dc.subjectsimulated annealing
dc.subjectgenetic algorithm
dc.titleOptimum Cutting Parameters for Carbon-Fiber-Reinforced Polymer Composites: A Synergistic Approach with Simulated Annealing and Genetic Algorithms in Drilling Processes
dc.typeArticle

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