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

Authors :
Ugur Demir
Gazi Akgun
Sitki Kocaoglu
Md. Erhan Okay
Ahmed Majid Heydar
Erhan Akdogan
Alper Yildirim
Sevdenur Yazi
Bora Demirci
Erkan Kaplanoglu
Source :
IEEE Access, Vol 11, Pp 40107-40120 (2023)
Publication Year :
2023
Publisher :
IEEE, 2023.

Abstract

In 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.

Details

Language :
English
ISSN :
21693536
Volume :
11
Database :
Directory of Open Access Journals
Journal :
IEEE Access
Publication Type :
Academic Journal
Accession number :
edsdoj.408e43c2dd734b0aaee7807132cb0d35
Document Type :
article
Full Text :
https://doi.org/10.1109/ACCESS.2023.3268147