利用遗传算法实现功能分级多孔非骨水泥髋臼组件的优化设计

IF 1.7 4区 医学 Q3 ENGINEERING, BIOMEDICAL
Ceby Mullakkara Saviour, Sanjay Gupta
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引用次数: 0

摘要

在全髋关节置换术中,聚乙烯磨损碎屑的产生和假体周围骨吸收被认为是髋臼组件松动的潜在原因。本研究旨在优化功能分级多孔髋臼组件,以尽量减少假体周围骨吸收和聚乙烯衬垫磨损。孔隙率水平(髋臼边缘和穹顶的孔隙率值)和功能分级指数(径向和极性)被视为设计参数。孔隙率与弹性性能之间的关系是通过数值均质化得到的。采用非支配排序遗传算法进行了多目标优化,并对受到日常活动中各种负载条件影响的半月板进行了有限元分析。与固体金属衬底相比,最佳功能分级多孔设计(OFGPs-1、-2、-3、-4、-5)在松质骨中表现出较小的应变屏蔽。研究发现,OFGPs 的最大骨-种植体界面微动(63-68 μm)与固体金属衬底(66 μm)接近,这可能会促进骨的生长。不过,与固体金属衬底相比,OFGPs 的体积磨损增加了(3-10%)。根据 Sobol'方法,发现目标函数对极性分级指数的变化比径向分级指数更敏感。考虑到常见的失效机制,具有高多孔性髋臼边缘和低多孔性穹顶的 OFGP-1 似乎是固体金属衬底的更好替代品。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Towards an optimal design of a functionally graded porous uncemented acetabular component using genetic algorithm

Generation of polyethylene wear debris and peri‑prosthetic bone resorption have been identified as potential causes of acetabular component loosening in Total Hip Arthroplasty. This study was aimed at optimization of a functionally graded porous acetabular component to minimize peri‑prosthetic bone resorption and polyethylene liner wear. Porosity levels (porosity values at acetabular rim, and dome) and functional gradation exponents (radial and polar) were considered as the design parameters. The relationship between porosity and elastic properties were obtained from numerical homogenization. The multi-objective optimization was carried out using a non-dominated sorting genetic algorithm integrated with finite element analysis of the hemipelvises subject to various loading conditions of common daily activities. The optimal functionally graded porous designs (OFGPs −1, −2, −3, −4, −5) exhibited less strain-shielding in cancellous bone compared to solid metal-backing. Maximum bone-implant interfacial micromotions (63–68 μm) for OFGPs were found to be close to that of solid metal-backing (66 μm), which might facilitate bone ingrowth. However, OFGPs exhibited an increase in volumetric wear (3–10 %) compared to solid metal-backing. The objective functions were found to be more sensitive to changes in polar gradation exponent than radial gradation exponent, based on the Sobol’ method. Considering the common failure mechanisms, OFGP-1, having highly porous acetabular rim and less porous dome, appears to be a better alternative to the solid metal-backing.

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来源期刊
Medical Engineering & Physics
Medical Engineering & Physics 工程技术-工程:生物医学
CiteScore
4.30
自引率
4.50%
发文量
172
审稿时长
3.0 months
期刊介绍: Medical Engineering & Physics provides a forum for the publication of the latest developments in biomedical engineering, and reflects the essential multidisciplinary nature of the subject. The journal publishes in-depth critical reviews, scientific papers and technical notes. Our focus encompasses the application of the basic principles of physics and engineering to the development of medical devices and technology, with the ultimate aim of producing improvements in the quality of health care.Topics covered include biomechanics, biomaterials, mechanobiology, rehabilitation engineering, biomedical signal processing and medical device development. Medical Engineering & Physics aims to keep both engineers and clinicians abreast of the latest applications of technology to health care.
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