Investigating the Effects of Functionalized Single Wall Carbon Nanotubes on the Cure Behavior of a Carbon/Epoxy Prepreg System by an Optimized Parameter Approach

dc.contributor.author Oz, Murat
dc.contributor.author Uz, Yusuf Can
dc.contributor.author Tanoglu, Gamze
dc.contributor.author Tanoglu, Metin
dc.contributor.author Barisik, Murat
dc.date.accessioned 2025-06-26T20:19:16Z
dc.date.available 2025-06-26T20:19:16Z
dc.date.issued 2025
dc.description.abstract Carbon/Epoxy composite materials are used in a wide range of applications due to their superior performance. However, their properties are strongly related to cross-linking reactions occurring during the curing process, and a prior estimation of curing parameters is the key to manufacturing the desired material. This study builds a mathematical model to solve the inverse kinetic problem based on differential scanning calorimetry data and later presents its use in curing experiments. The method derived (Gamze-Murat-Neslisah (GMN) approach) determines the pre-exponential and activation energy of the curing process. Later, an extended experimental study was performed. Functionalized single-wall carbon nanotubes (F-SWCNTs) were prepared by oxidizing their surface with carboxyl to enhance the dispersion of the nanoparticulates. The epoxy resin systems were modified with 0.05%, 0.1%, and 0.2% wt. F-SWCNTs, which were impregnated on carbon fibers (CFs). The curing behavior was studied, cure kinetic parameters were determined, and the thermal behavior was characterized. Differential scanning calorimetry (DSC) data sets for CF/epoxy prepregs containing F-SWCNTs were used for the verification of the proposed method. It was found that the GMN approach is in good agreement with the experimentally measured data for all kinetic parameters. The addition of F-SWCNTs increased the material's curing efficiency as the CNTs enhanced heat transport in composites, reducing the activation energy. The results obtained from the GMN algorithm were also found in good agreement with the well-known Kissinger-Akahira-Sunose (KAS) and Kissinger methods, while the current GMN method revealed itself as an accurate algorithm to obtain the activation energy. en_US
dc.description.sponsorship Trkiye Bilimsel ve Teknolojik Arascedil;timath;rma Kurumu [218M701]; Scientific and Technological Research Council of Turkey (TUBITAK); IZTECH Center for Materials Research en_US
dc.description.sponsorship This work was supported by the Scientific and Technological Research Council of Turkey (TUBITAK) under Grant Number 218M701. The authors acknowledge IZTECH Center for Materials Research (MAM) for providing testing services in this study. en_US
dc.identifier.doi 10.1002/pc.30039
dc.identifier.issn 0272-8397
dc.identifier.issn 1548-0569
dc.identifier.scopus 2-s2.0-105006983385
dc.identifier.uri https://doi.org/10.1002/pc.30039
dc.identifier.uri https://hdl.handle.net/11147/15680
dc.language.iso en en_US
dc.publisher Wiley en_US
dc.relation.ispartof Polymer Composites
dc.rights info:eu-repo/semantics/closedAccess en_US
dc.subject Cure Behavior en_US
dc.subject Functionalized Swcnts en_US
dc.subject New Algorithm en_US
dc.subject Prepreg System en_US
dc.title Investigating the Effects of Functionalized Single Wall Carbon Nanotubes on the Cure Behavior of a Carbon/Epoxy Prepreg System by an Optimized Parameter Approach en_US
dc.type Article en_US
dspace.entity.type Publication
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gdc.author.wosid Barisik, Murat/Aag-2960-2020
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gdc.coar.access metadata only access
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gdc.description.department İzmir Institute of Technology en_US
gdc.description.departmenttemp [Oz, Murat; Tanoglu, Gamze] Izmir Inst Technol, Dept Math, Urla, Izmir, Turkiye; [Uz, Yusuf Can; Tanoglu, Metin] Izmir Inst Technol, Dept Mech Engn, Urla, Izmir, Turkiye; [Barisik, Murat] Univ Tennessee Chattanooga, Dept Mech Engn, Chattanooga, TN USA en_US
gdc.description.publicationcategory Makale - Uluslararası Hakemli Dergi - Kurum Öğretim Elemanı en_US
gdc.description.scopusquality Q1
gdc.description.woscitationindex Science Citation Index Expanded
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