AKGÜN, GAZİYILDIRIM, ALPERDEMİR, UĞUR2023-05-032023-05-032023-01-01DEMİR U., AKGÜN G., KOCAOĞLU S., Okay E., Heydar A., AKDOĞAN E., YILDIRIM A., Yazi S., Demirci B., Kaplanoglu E., "Comparative Design Improvement of the Growing Rod for the Scoliosis Treatment Considering the Mechanical Complications", IEEE Access, 20232169-3536https://www.scopus.com/inward/record.uri?partnerID=HzOxMe3b&scp=85153499884&origin=inwardhttps://hdl.handle.net/11424/289091In 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.enginfo:eu-repo/semantics/openAccessBilgi Sistemleri, Haberleşme ve Kontrol MühendisliğiSinyal İşlemeBilgisayar BilimleriMühendislik ve TeknolojiInformation Systems, Communication and Control EngineeringSignal ProcessingComputer SciencesEngineering and TechnologyMühendislik, Bilişim ve Teknoloji (ENG)Bilgisayar BilimiMühendislikMalzeme BilimiMÜHENDİSLİK, ELEKTRİK VE ELEKTRONİKEngineering, Computing & Technology (ENG)COMPUTER SCIENCEENGINEERINGMATERIALS SCIENCEENGINEERING, ELECTRICAL & ELECTRONICGenel Bilgisayar BilimiFizik BilimleriGenel Malzeme BilimiGenel MühendislikElektrik ve Elektronik MühendisliğiGeneral Computer SciencePhysical SciencesGeneral Materials ScienceGeneral EngineeringElectrical and Electronic EngineeringActuatorsBarsGrowing RodMagnetic resonance imagingMechanical ComplicationsMOPSOMulti-Objective OptimizationNSGA IIOptimizationPinsScoliosisSurgeryGrowing rodmechanical complicationsMOPSONSGA IImulti-objective optimizationarticle10.1109/access.2023.3268147