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使用参数化和非参数化优化技术对骨科髋关节植入物进行结构优化。

Structural optimization of orthopedic hip implant using parametric and non-parametric optimization techniques.

机构信息

Post Graduate Student at the School of Mechanical & Manufacturing Engineering, (SMME), National University of Science and Technology (NUST), Islamabad, Pakistan.

School of Mechanical & Manufacturing Engineering, (SMME), National University of Science and Technology (NUST), Islamabad, Pakistan.

出版信息

Biomed Phys Eng Express. 2023 Aug 16;9(5). doi: 10.1088/2057-1976/aced0d.

Abstract

This research investigates the reduction in weight of hip implant by the application of parametric and non-parametric optimization techniques. Orthopaedic hip implants can be made from metals, ceramics, composites, or metallic alloys and are generally solid structures. The stiffness of orthopaedic hip implant is a pertaining problem when implanted in the human body as Hip implant are stiffer than bone material and causes stress shielding. This results in bone weakening which causes osteoporosis. Reduction in mass of femur stem results in stiffness reduction of femur stem. Non-Parametric topology optimization results in 34.9% mass reduction and parametric optimization based on Central Composite Design technique in Design of Experiments (DoE) uses hole diameters as parameters and performs structural optimization that results in 22% mass reduction.

摘要

本研究通过应用参数和非参数优化技术来减轻髋关节植入物的重量。 骨科髋关节植入物可以由金属、陶瓷、复合材料或金属合金制成,通常为实心结构。 当植入人体时,骨科髋关节植入物的刚度是一个相关问题,因为髋关节植入物比骨材料更硬,会导致应力屏蔽。 这会导致骨质疏松症导致的骨弱化。 股骨柄质量的减少会导致股骨柄刚度的降低。 非参数拓扑优化可实现 34.9%的质量减轻,而基于中心复合设计技术的参数优化在实验设计 (DoE) 中使用孔径作为参数,并执行结构优化,可实现 22%的质量减轻。

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