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Integration of reliability-based topology optimization into biomechanics: Application on hollow stems used in cementless total hip arthroplasty

机译:基于可靠性的拓扑优化将基于可靠性的拓扑优化集成到生物力学中:粘合剂总髋关节置换术中空洞茎的应用

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The integration of topology optimization into biomechanical applications possesses an important key to increase the performance levels. In literature, two models can be found: Deterministic Topology Optimization (DTO) and Reliability-Based Topology Optimization (RBTO). The DTO leads to a single layout for a given design space. However, the RBTO generates several reliability-based topologies with high performance levels. Topology optimization has been already integrated into biomechanical applications such as prosthesis design. The filter-based approaches being tied to the element discretization, are previously used to control the resulting topologies or to prevent undesirable designs. These are expensive operations for fine meshes or complex domains and numerous numerical difficulties can be met. In this work, the RBTO is integrated at the conceptual design stage of the total hip replacement to control the resulting topologies to meet different constraints such as manufacturing constraints. This can provide several types of hollow stems considering the daily loading cases. Two alternative approaches based on the Optimum Safety Factors (OSF) are developed to provide two categories of solutions. The RBTO model can be integrated into the additive manufacturing technology as a topology generator satisfying several manufacturing constraints. The resulting different configurations can then be provided for various patients.
机译:拓扑优化对生物力学应用的集成具有增加性能水平的重要关键。在文献中,可以找到两种型号:确定性拓扑优化(DTO)和基于可靠性的拓扑优化(RBTO)。 DTO导致给定的设计空间的单个布局。但是,RBTO产生具有高性能水平的几个基于可靠性的拓扑。拓扑优化已经集成到诸如假肢设计之类的生物力学应用中。基于滤波器的方法与元件离散化相关联,先前用于控制所得到的拓扑或防止不希望的设计。这些是用于细网格或复杂结构域的昂贵操作,并且可以满足多种数值困难。在这项工作中,RBTO集成在总髋关节替换的概念设计阶段,以控制所产生的拓扑以满足不同的约束,例如制造限制。这可以提供考虑日常装载案例的几种类型的空心茎。基于最佳安全因子(OSF)的两种替代方法是开发的,以提供两类解决方案。 RBTO模型可以作为满足若干制造限制的拓扑发生器集成到添加剂制造技术中。然后可以为各种患者提供所得到的不同的配置。

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