Biomechanics Research Centre (BioMEC), College of Science and Engineering, University of Galway, Galway, Ireland.
Vascular Flow Technologies, Dundee, United Kingdom.
PLoS One. 2023 Aug 9;18(8):e0283492. doi: 10.1371/journal.pone.0283492. eCollection 2023.
The objective of this study is to present a credibility assessment of finite element modelling of self-expanding nickel-titanium (Ni-Ti) stents through verification and validation (VV) activities, as set out in the ASME VV-40 standard. As part of the study, the role of calculation verification, model input sensitivity, and model validation is examined across three different application contexts (radial compression, stent deployment in a vessel, fatigue estimation). A commercially available self-expanding Ni-Ti stent was modelled, and calculation verification activities addressed the effects of mesh density, element integration and stable time increment on different quantities of interests, for each context of use considered. Sensitivity analysis of the geometrical and material input parameters and validation of deployment configuration with in vitro comparators were investigated. Results showed similar trends for global and local outputs across the contexts of use in response to the selection of discretization parameters, although with varying sensitivities. Mesh discretisation showed substantial variability for less than 4 × 4 element density across the strut cross-section in radial compression and deployment cases, while a finer grid was deemed necessary in fatigue estimation for reliable predictions of strain/stress. Element formulation also led to substantial variation depending on the chosen integration options. Furthermore, for explicit analyses, model results were highly sensitive to the chosen target time increment (e.g., mass scaling parameters), irrespective of whether quasistatic conditions were ensured (ratios of kinetic and internal energies below 5%). The higher variability was found for fatigue life simulation, with the estimation of fatigue safety factor varying up to an order of magnitude depending on the selection of discretization parameters. Model input sensitivity analysis highlighted that the predictions of outputs such as radial force and stresses showed relatively low sensitivity to Ni-Ti material parameters, which suggests that the calibration approaches used in the literature to date appear reasonable, but a higher sensitivity to stent geometry, namely strut thickness and width, was found. In contrast, the prediction of vessel diameter following deployment was least sensitive to numerical parameters, and its validation with in vitro comparators offered a simple and accurate (error ~ 1-2%) method when predicting diameter gain, and lumen area, provided that the material of the vessel is appropriately characterized and modelled.
本研究旨在根据 ASME VV-40 标准,通过验证和确认 (VV) 活动,对自膨式镍钛 (Ni-Ti) 支架的有限元建模进行可信度评估。作为研究的一部分,在三个不同的应用场景(径向压缩、支架在血管中的扩张、疲劳估计)中,检查了计算验证、模型输入灵敏度和模型验证的作用。对一种市售的自膨式 Ni-Ti 支架进行了建模,并针对每种考虑的使用情况,对网格密度、单元积分和稳定时间增量对不同感兴趣量的影响进行了计算验证活动。研究了几何和材料输入参数的敏感性分析以及与体外比较器的部署配置的验证。结果表明,在响应离散化参数选择时,在使用场景中,全局和局部输出具有相似的趋势,尽管敏感性不同。在径向压缩和部署情况下,在支架横截面中,网格离散化对于小于 4×4 单元密度的情况显示出很大的可变性,而在疲劳估计中,为了可靠地预测应变/应力,需要更精细的网格。元素公式也因所选积分选项的不同而导致很大的变化。此外,对于显式分析,模型结果对所选目标时间增量高度敏感(例如,质量缩放参数),而不管是否确保准静态条件(动能和内能的比值低于 5%)。在疲劳寿命模拟中发现了更高的可变性,疲劳安全系数的估计取决于离散化参数的选择,变化幅度可达一个数量级。模型输入灵敏度分析强调,输出(如径向力和应力)的预测对 Ni-Ti 材料参数的敏感性相对较低,这表明迄今为止文献中使用的校准方法似乎是合理的,但对支架几何形状(即支架厚度和宽度)的敏感性更高。相比之下,扩张后血管直径的预测对数值参数最不敏感,并且当其与体外比较器进行验证时,当预测直径增益和管腔面积时,提供了一种简单且准确的方法(误差约为 1-2%),前提是正确地对血管材料进行建模。