Multi-Objective Optimization of Machinability and Energy Consumption of Cast Iron Depending on Cooling Rate

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dc.authoridKARA, Fuat/0000-0002-3811-3081;
dc.contributor.authorOzturk, Burak
dc.contributor.authorKara, Fuat
dc.date.accessioned2025-10-11T20:47:47Z
dc.date.available2025-10-11T20:47:47Z
dc.date.issued2025
dc.departmentDüzce Üniversitesien_US
dc.description.abstractCooling rates in cast iron significantly impact its microstructure, leading to bainitic transformation instead of ferritic structures, resulting in microstructures with higher pearlite content and even cementite formation. Consequently, this transformation causes hardness values to vary between 160 and 320 HB, directly affecting the material's machinability. Energy efficiency has become a critical focus in sustainable production techniques and cost-effective machining processes. This variation directly influences machinability, with higher hardness generally improving surface quality. Energy efficiency in machining is crucial for sustainable production, and Specific Cutting Energy Consumption (SCEC) has become a key metric in evaluating machinability. Using genetic algorithms (GA) and Response Surface Methodology (RSM), this study optimized machining parameters for energy consumption and surface finish. GA results indicated that a cutting speed of 200 m/min and a feed rate of 0.15 mm/rev minimized surface roughness to 1.359 Ra while reducing Specific Energy Consumption (SEC) from 3.25 to 2.83 Wh/mL. The lowest surface roughness (1.0 mu m) was observed at a hardness of 320 HB, with the same cutting parameters. RSM analysis identified optimal parameters as a cutting speed of 150-200 m/min, a feed rate of 0.2 mm/rev, and a hardness of 220-245 HB, balancing energy efficiency and surface quality. ANOVA showed that cutting speed and feed rate contributed to 30% of the surface roughness variability and 45% of the energy consumption variability.en_US
dc.identifier.doi10.3390/machines13020084
dc.identifier.issn2075-1702
dc.identifier.issue2en_US
dc.identifier.scopus2-s2.0-85219048453en_US
dc.identifier.scopusqualityQ2en_US
dc.identifier.urihttps://doi.org/10.3390/machines13020084
dc.identifier.urihttps://hdl.handle.net/20.500.12684/21548
dc.identifier.volume13en_US
dc.identifier.wosWOS:001430209900001en_US
dc.identifier.wosqualityQ2en_US
dc.indekslendigikaynakWeb of Scienceen_US
dc.indekslendigikaynakScopusen_US
dc.language.isoenen_US
dc.publisherMdpien_US
dc.relation.ispartofMachinesen_US
dc.relation.publicationcategoryMakale - Uluslararası Hakemli Dergi - Kurum Öğretim Elemanıen_US
dc.rightsinfo:eu-repo/semantics/openAccessen_US
dc.snmzKA_WOS_20250911
dc.subjectSECen_US
dc.subjectcoolin rateen_US
dc.subjectRSMen_US
dc.subjectGAen_US
dc.titleMulti-Objective Optimization of Machinability and Energy Consumption of Cast Iron Depending on Cooling Rateen_US
dc.typeArticleen_US

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