Optimum design of fatigue-resistant composite laminates using hybrid algorithm

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In this study, a fatigue life prediction model termed as Failure Tensor Polynomial in Fatigue (FTPF) is applied to the optimum stacking sequence design of laminated composites under various in-plane cyclic loadings to obtain maximum fatigue life. The validity of the model is investigated with an experimental correlation using the data available in the literature. The correlation study indicates the reliability of FTPF, and its applicability to different composite materials and multidirectional laminates. In the optimization, a hybrid algorithm combining genetic algorithm and generalized pattern search algorithm is used. It is found by test problems that the hybrid algorithm shows superior performance in finding global optima compared to the so far best results in the literature. After the verifications, a number of problems including different design cases are solved, and the optimum designs constituted of discrete fiber angles which give the maximum possible fatigue lives are proposed to discuss. A comparison study is also performed with selected design cases to demonstrate potential advantages of using non-conventional fiber angles in design. © 2017 Elsevier Ltd

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AlanDeğerDil
dc.contributor.authorDeveci, H. Arda
dc.contributor.authorArtem, H. Seçil
dc.date.accessioned2026-10-18T20:29:44.348062918Z
dc.date.available2026-10-18T20:29:44.348062918Z
dc.date.issued2017
dc.description.abstractIn this study, a fatigue life prediction model termed as Failure Tensor Polynomial in Fatigue (FTPF) is applied to the optimum stacking sequence design of laminated composites under various in-plane cyclic loadings to obtain maximum fatigue life. The validity of the model is investigated with an experimental correlation using the data available in the literature. The correlation study indicates the reliability of FTPF, and its applicability to different composite materials and multidirectional laminates. In the optimization, a hybrid algorithm combining genetic algorithm and generalized pattern search algorithm is used. It is found by test problems that the hybrid algorithm shows superior performance in finding global optima compared to the so far best results in the literature. After the verifications, a number of problems including different design cases are solved, and the optimum designs constituted of discrete fiber angles which give the maximum possible fatigue lives are proposed to discuss. A comparison study is also performed with selected design cases to demonstrate potential advantages of using non-conventional fiber angles in design. © 2017 Elsevier Ltd
dc.identifier.doi10.1016/j.compstruct.2017.01.064
dc.identifier.eissn1879-1085
dc.identifier.endpage188
dc.identifier.issn0263-8223
dc.identifier.scopus2-s2.0-85013298072
dc.identifier.startpage178
dc.identifier.urihttps://rdlopen.rawdatalibrary.net/r/ebyu/14946
dc.identifier.volume168
dc.identifier.wosWOS:000398014200017
dc.language.isoen
dc.publisherElsevier Ltd
dc.relation.ispartofComposite Structures
dc.rightsinfo:eu-repo/semantics/openAccess
dc.subjectFatigue
dc.subjectHybrid algorithm
dc.subjectLaminated composites
dc.subjectLife prediction
dc.subjectOptimization
dc.subjectFatigue of materials
dc.subjectGenetic algorithms
dc.subjectLaminates
dc.subjectLaminating
dc.subjectCorrelation studies
dc.subjectExperimental correlation
dc.subjectFatigue life prediction models
dc.subjectGeneralized pattern search
dc.subjectHybrid algorithms
dc.subjectLife predictions
dc.subjectMulti-directional laminates
dc.subjectStacking sequence design
dc.titleOptimum design of fatigue-resistant composite laminates using hybrid algorithm
dc.typeArticle
dspace.entity.typePublication
rdl.citation.scopus24
rdl.citation.wos18
rdl.oa.statusgreen
rdl.source.indexSCOPUS
rdl.source.indexWOS
rdl.wos.indexScience Citation Index Expanded (SCI-EXPANDED)