Effect of Carbon Nanotube Reinforcement on Creep and Recovery Behavior of Additively Manufactured Polymers: An Experimental and Prediction Study

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dc.authorid0000-0002-2280-6529
dc.authorid0000-0003-0792-249X
dc.authorid0000-0002-3361-6528
dc.contributor.authorFeratoglu, Kamil
dc.contributor.authorIstif, Ilyas
dc.contributor.authorGumus, Omer Yunus
dc.contributor.authorTurkes, Erol
dc.date.accessioned2026-02-08T15:15:03Z
dc.date.available2026-02-08T15:15:03Z
dc.date.issued2024
dc.departmentBursa Teknik Üniversitesi
dc.description.abstractIn this study, one of the most frequently used polymeric materials in fused deposition modeling (FDM) acrylonitrile butadiene styrene (ABS) is reinforced with different amount of carbon nanotubes (CNTs). Thermogravimetric analysis and differential scanning calorimetry analysis are applied to examine thermal degradation behavior of produced nanocomposite filaments. Specimens are manufactured by fused deposition modeling by using produced nanocomposite filaments. Tensile, creep and viscoelastic-viscoplastic behaviors of FDM-printed nanocomposite samples are investigated by conducting tensile, creep and loading-unloading tests under different strain rates and strain levels. Morphology of 3D printed samples is examined through scanning electron microscopy. Void densities which plays important role in mechanical behavior of additively manufactured samples are determined via ImageJ and CNT reinforcement on void densities are investigated. Data obtained from tests are used in system identification process, and multi-input-single-output model structures are proposed for the prediction of tensile, creep and recovery behaviors of 3D printed nanocomposite materials.
dc.description.sponsorshipYimath;ldimath;z Technical University
dc.description.sponsorshipNo Statement Available
dc.identifier.doi10.1007/s13369-024-08855-4
dc.identifier.endpage14948
dc.identifier.issn2193-567X
dc.identifier.issn2191-4281
dc.identifier.issue11
dc.identifier.scopus2-s2.0-85187874675
dc.identifier.scopusqualityQ1
dc.identifier.startpage14927
dc.identifier.urihttps://doi.org/10.1007/s13369-024-08855-4
dc.identifier.urihttps://hdl.handle.net/20.500.12885/5575
dc.identifier.volume49
dc.identifier.wosWOS:001182453300003
dc.identifier.wosqualityQ2
dc.indekslendigikaynakWeb of Science
dc.indekslendigikaynakScopus
dc.language.isoen
dc.publisherSpringer Heidelberg
dc.relation.ispartofArabian Journal For Science and Engineering
dc.relation.publicationcategoryMakale - Uluslararası Hakemli Dergi - Kurum Öğretim Elemanı
dc.rightsinfo:eu-repo/semantics/openAccess
dc.snmzWOS_KA_20260207
dc.subjectFused deposition modeling
dc.subjectNanocomposite polymers
dc.subjectCreep behavior
dc.subjectViscoelastic behavior
dc.subjectIdentification
dc.subjectArtificial neural network
dc.titleEffect of Carbon Nanotube Reinforcement on Creep and Recovery Behavior of Additively Manufactured Polymers: An Experimental and Prediction Study
dc.typeArticle

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