Determination of the impact damage threshold point of composite material using fuzzy-base taguchi method

MakaleAçık ErişimScopus SJRQ3

Özet

In this study, the impact damage threshold point of composite materials was determined using the optimum design parameters obtained from the Fuzzy Based Taguchi Method (FBTM). It is known that both Taguchi and Fuzzy methods provide optimization of design parameters yet, in Taguchi method, optimization of design parameters is not sufficient in solving multi response optimization problem. Therefore, Fuzzy Logic system was combined with the Taguchi system for working out the multi-response optimization problem. In this study, the low velocity impact damage analyses were performed in an LS-DYNA 3D explicit finite element program. ASTM D7136/D7136M standard was used during the low velocity impact analyses. In explicit finite element analyses, contact algorithms were executed to observe better damage zone shapes. Furthermore, the control parameters (termination and computation time step) were tuned to provide perfect correlation with the force-energy-time histories. The study concluded that Fuzzy Based Taguchi Method (FBTM) is much more capable of optimizing the design parameters that predict the impact damage threshold point of the composite material.

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RDL Kalıcı Bağlantı (PID)
https://rdlopen.rawdatalibrary.net/r/bayburt/12170Resmi atıflarda kullanılan kalıcı adres
DOI
https://doi.org/10.36909/jer.v8i3.7992Yayıncı resmi DOI adresi
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Scopus
11
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Tam Kayıt
AlanDeğerDil
dc.contributor.authorErbayrak, Seda
dc.contributor.authorErbayrak, Engin
dc.date.accessioned2026-10-29T19:09:16.096773928Z
dc.date.available2026-10-29T19:09:16.096773928Z
dc.date.issued2020
dc.description.abstractIn this study, the impact damage threshold point of composite materials was determined using the optimum design parameters obtained from the Fuzzy Based Taguchi Method (FBTM). It is known that both Taguchi and Fuzzy methods provide optimization of design parameters yet, in Taguchi method, optimization of design parameters is not sufficient in solving multi response optimization problem. Therefore, Fuzzy Logic system was combined with the Taguchi system for working out the multi-response optimization problem. In this study, the low velocity impact damage analyses were performed in an LS-DYNA 3D explicit finite element program. ASTM D7136/D7136M standard was used during the low velocity impact analyses. In explicit finite element analyses, contact algorithms were executed to observe better damage zone shapes. Furthermore, the control parameters (termination and computation time step) were tuned to provide perfect correlation with the force-energy-time histories. The study concluded that Fuzzy Based Taguchi Method (FBTM) is much more capable of optimizing the design parameters that predict the impact damage threshold point of the composite material.
dc.identifier.doi10.36909/jer.v8i3.7992
dc.identifier.endpage171
dc.identifier.issn2307-1885
dc.identifier.issue3
dc.identifier.scopus2-s2.0-85093508451
dc.identifier.startpage153
dc.identifier.urihttps://rdlopen.rawdatalibrary.net/r/bayburt/12170
dc.identifier.volume8
dc.language.isoen
dc.publisherUniversity of Kuwait
dc.relation.ispartofJournal of Engineering Research (Kuwait)
dc.rightsinfo:eu-repo/semantics/openAccess
dc.subjectComposite material
dc.subjectFinite element analyses
dc.subjectFuzzy Based Taguchi Method (FBTM)
dc.subjectLow velocity impact
dc.titleDetermination of the impact damage threshold point of composite material using fuzzy-base taguchi method
dc.typeArticle
rdl.citation.scopus11
rdl.oa.statusgold
rdl.oa.urlhttps://doi.org/10.1016/s2307-1877(25)00772-2
rdl.scopus.quartileQ3
rdl.source.indexSCOPUS