Finite element investigation of TPMS-inspired microplate structures for mechanical stability enhancement in sports equipment

dc.contributor.authorLiu, Long
dc.contributor.authorLiu, Long
dc.contributor.authorFoong, Loke Ko
dc.contributor.authorYaylacı, Murat
dc.date.accessioned2026-11-09T10:27:19Z
dc.date.issued2026
dc.departmentRTEÜ, Mühendislik ve Mimarlık Fakültesi, İnşaat Mühendisliği Bölümü
dc.description.abstractThe development of lightweight but impact-resistant sports gear needs structural ideas that boost mechanical stability while also keeping good energy uptake characteristics. Here, we do a finite element look into TPMS inspired multilayer microplate designs under dynamic input, like real-time excitation. We choose three different TPMS cores, Primitive, Gyroid, and I-graph, wrapped into what we call a Wrapped Package-graph, to see how they affect the nonlinear vibration behavior and the energy dissipation in sandwich-type microplates. The mechanical setup is built on Mindlin–Reissner plate theory, but we also add von Kármán-style geometric nonlinearity, so the model can capture the moderate to large deflection effects properly. For size-related trends, we use the modified strain gradient theory (MSGT), in which several material length-scale parameters are brought in to represent microscale deformation mechanisms in a more faithful way. Furthermore, the way the microplate interacts with its supporting medium is treated through a nonlinear elastic foundation, so the behavior stays close to the more realistic operating conditions you see in sports equipment. A full finite element setup is built, where the nonlinear part of the deviatoric stretch-gradient vector is slipped into the governing equations. Then the nonlinear system is handled in order to pull out transient responses, mode shapes, and how kinetic, potential, and overall energies change in time. After that, parametric checks are run to see how the TPMS topology, the excitation intensity, the foundation stiffness, the geometric dimensions, and those MSGT length-scale parameters affect the structural performance. The numerical findings show clear gaps between the P, G, and IWP architectures when it comes to vibration behavior and the ability to absorb energy. Especially, TPMS-based multilayer microplates seem to provide better dynamic steadiness, together with a higher elastic strain energy, which suggests they could be used in next-generation high-performance sports hardware under impact and vibration loading.
dc.identifier.citationLiu, L., Jamali, J., Foong, L. K., & Yaylacı, M. (2026). Finite element investigation of TPMS-inspired microplate structures for mechanical stability enhancement in sports equipment. Scientific Reports, 16, 64450. https://doi.org/10.1038/s41598-026-64450-7
dc.identifier.doi10.1038/s41598-026-64450-7
dc.identifier.issn2045-2322
dc.identifier.issue1
dc.identifier.scopus2-s2.0-105052443303
dc.identifier.scopusqualityQ1
dc.identifier.startpage29894
dc.identifier.urihttps://doi.org/10.1038/s41598-026-64450-7
dc.identifier.urihttps://hdl.handle.net/11436/13757
dc.identifier.volume16
dc.indekslendigikaynakScopus
dc.institutionauthorYaylacı, Murat
dc.institutionauthorid0000-0003-0407-1685
dc.language.isoen
dc.publisherNature Research
dc.relation.ispartofScientific Reports
dc.relation.publicationcategoryMakale - Uluslararası Hakemli Dergi - Kurum Öğretim Elemanı
dc.rightsinfo:eu-repo/semantics/openAccess
dc.subjectElastic strain energy
dc.subjectFinite element method
dc.subjectMSGT
dc.subjectNonlinear dynamic analysis
dc.subjectSize-dependent sports equipment
dc.subjectTPMS
dc.titleFinite element investigation of TPMS-inspired microplate structures for mechanical stability enhancement in sports equipment
dc.typeArticle

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