j型气管支架载荷-变形特性多目标优化。

IF 2.7 3区 医学 Q2 BIOPHYSICS
Shiliang Chen, Tianming Du, Yuxuan Tao, Hanbing Zhang, Wei Wu, Yanping Zhang, Yunzhi Zhou, Yuan Cheng, Makoto Ohta, Aike Qiao
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引用次数: 0

摘要

气管支架是治疗气管狭窄的一种方法。然而,气管支架与气管之间的力学性能不匹配可能导致支架迁移。本研究的目的是基于多目标优化方法设计具有j型载荷-变形性能的气管支架。选取4个设计参数作为优化变量。优化目标为单轴拉伸试验时5%、10%、15%和20%的变形载荷。采用最优拉丁超立方抽样生成训练样本,并在气管支架设计参数与力学性能之间建立Kriging代理模型。通过NSGA-II算法获得最优支架设计参数,建立支架优化模型。此外,建立了一个商业硅胶支架模型作为对照。结果表明,韧带角度和圆弧连接韧带的宽度对支架的载荷-变形曲线有显著影响。优化后支架的径向支撑性能(39.79 MPa vs. 4.63 MPa)和抗迁移性能(16.1 N vs. 13.7 N)均优于硅胶支架。这项工作表明,设计了一种具有j型载荷变形行为的气管支架,可以减少支架的迁移。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Multi-objective optimization of tracheal stent with J-shaped load–deformation behavior

The tracheal stent is one of the treatment modalities for tracheal stenosis. However, the mismatch of mechanical properties between the tracheal stent and the trachea may lead to stent migration. The aim of this study is to design a tracheal stent with J-shaped load–deformation behavior based on a multi-objective optimization method. Four design parameters were selected as optimization variables. The optimization objectives were the loads at 5%, 10%, 15%, and 20% deformation during uniaxial tensile test. The optimal Latin hypercube sampling was used to generate training samples, and Kriging surrogate model was constructed between tracheal stent design parameters and mechanical properties. An optimized stent model was established after obtaining the optimal stent design parameters by NSGA-II algorithm. Additionally, a commercial silicone stent model was established as the control. The results indicate that ligament angles and the width of circular arc connected ligaments play a prominent role in the load–deformation curve of the stent. The radial supporting performance (39.79 MPa vs. 4.63 MPa) and anti-migration properties (16.1 N vs. 13.7 N) of the optimized stent are superior to those of the silicone stent. This work demonstrates that a tracheal stent exhibiting a J-shaped load–deformation behavior was designed, which could reduce stent migration.

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来源期刊
Biomechanics and Modeling in Mechanobiology
Biomechanics and Modeling in Mechanobiology 工程技术-工程:生物医学
CiteScore
7.10
自引率
8.60%
发文量
119
审稿时长
6 months
期刊介绍: Mechanics regulates biological processes at the molecular, cellular, tissue, organ, and organism levels. A goal of this journal is to promote basic and applied research that integrates the expanding knowledge-bases in the allied fields of biomechanics and mechanobiology. Approaches may be experimental, theoretical, or computational; they may address phenomena at the nano, micro, or macrolevels. Of particular interest are investigations that (1) quantify the mechanical environment in which cells and matrix function in health, disease, or injury, (2) identify and quantify mechanosensitive responses and their mechanisms, (3) detail inter-relations between mechanics and biological processes such as growth, remodeling, adaptation, and repair, and (4) report discoveries that advance therapeutic and diagnostic procedures. Especially encouraged are analytical and computational models based on solid mechanics, fluid mechanics, or thermomechanics, and their interactions; also encouraged are reports of new experimental methods that expand measurement capabilities and new mathematical methods that facilitate analysis.
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