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Comparative Design Improvement of the Growing Rod for the Scoliosis Treatment Considering the Mechanical Complications

dc.contributor.authorDemir, Ugur
dc.contributor.authorAkgun, Gazi
dc.contributor.authorKocaoglu, Sitki
dc.contributor.authorOkay, Md. Erhan
dc.contributor.authorHeydar, Ahmed Majid
dc.contributor.authorAkdogan, Erhan
dc.contributor.authorYildirim, Alper
dc.contributor.authorYazi, Sevdenur
dc.contributor.authorDemirci, Bora
dc.contributor.authorKaplanoglu, Erkan
dc.date.accessioned2026-06-27T14:51:10Z
dc.date.issued2023
dc.description.abstractIn this study, the focus is on an implant used in the treatment of early-onset scoliosis called magnetically controlled growing rods (MCGR). The primary goal of the study is to address and propose solutions for the mechanical problems reported in the literature concerning MCGR. The problems of the MCGR are mainly due to excessive stress and mechanical bearing problems. Therefore, an MCGR removed from a patient is teardown and geometrically modeled. Then, eleven design parameters are determined on the MCGR for the mechanical problems experienced and these are evaluated by mechanical analysis over 14 control points. In this study, analysis processes are carried out with L12 orthogonal array for eleven design parameters and 2 levels using Taguchi's experimental design method (DoE). With the obtained data by analyzing the experiments in L12, the fitness functions depending on the design parameters are created for 14 control points. Since the problem is multi-objective, a non-dominated sorting genetic algorithm (NSGA II) and multi-objective particle swarm optimization (MOPSO) are used to minimize stress and displacement in existing mechanical problems using fitness functions. The obtained design models from NSGA II and MOPSO are analyzed and evaluated in comparison with the existing mechanical model obtained through pre-optimization teardown study of MCGR.en
dc.description.sponsorshipScientific and Technological Research Council of Turkey (TUBITAK) [121E492]
dc.description.urihttps://doi.org/10.1109/access.2023.3268147
dc.identifier.doi10.1109/access.2023.3268147
dc.identifier.endpage40120
dc.identifier.issn2169-3536
dc.identifier.startpage40107
dc.identifier.urihttps://hdl.handle.net/20.500.14981/65558
dc.identifier.volume11
dc.identifier.wos000980436700001
dc.language.isoeng
dc.publisherIEEE-INST ELECTRICAL ELECTRONICS ENGINEERS INC
dc.relation.ispartofIEEE ACCESS
dc.rightsopenAccess
dc.subjectGrowing rod
dc.subjectmechanical complications
dc.subjectMOPSO
dc.subjectNSGA II
dc.subjectmulti-objective optimization
dc.subjectEARLY-ONSET SCOLIOSIS
dc.subjectPULMONARY-FUNCTION
dc.subjectCHILDREN
dc.subjectFUSION
dc.subjectComputer Science
dc.subjectEngineering
dc.subjectTelecommunications
dc.titleComparative Design Improvement of the Growing Rod for the Scoliosis Treatment Considering the Mechanical Complications
dc.typeArticle
dspace.entity.typePublication
local.import.sourceWOS

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