应用相场模型预测肱骨近端骨折

L. Hug, G. Dahan, S. Kollmannsberger, E. Rank, Z. Yosibash
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引用次数: 1

摘要

肱骨近端阻生骨折是老年人临床关注的问题。基于CT的有限元方法预测此类裂缝会遇到几个主要障碍,如不均匀的力学性能和压缩应变引起的裂缝。我们在此提议研究嵌入有限元法(FCM)的相场法(PFM)的变体,以模拟新鲜冷冻人肱骨的阻生肱骨骨折。将力应变响应、失效载荷和断裂路径与实验观察结果进行比较,以进行验证。PFM(通过正则化参数ℓ0)首先通过一个实验进行校准,然后用于预测另外两个人类新鲜冷冻肱骨的机械响应。所有肱骨在手术颈部骨折,并通过数字图像相关(DIC)监测应变。与经验证的有限元方法(Dahan等人,2022)类似,弹性状态下的实验应变再现得非常一致(R2=0.726)。PFM预测的手术颈部的失效模式和骨折演变非常好地模拟了所有三个肱骨的实验观察结果。计算的破坏载荷的最大相对误差为3.8%。据我们所知,这是第一种能够很好地预测肱骨近端骨折的实验压缩破坏模式以及力应变关系的方法。
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Predicting Fracture in the Proximal Humerus using Phase Field Models
Proximal humerus impacted fractures are of clinical concern in the elderly population. Prediction of such fractures by CT-based finite element methods encounters several major obstacles such as heterogeneous mechanical properties and fracture due to compressive strains. We herein propose to investigate a variation of the phase field method (PFM) embedded into the finite cell method (FCM) to simulate impacted humeral fractures in fresh frozen human humeri. The force-strain response, failure loads and the fracture path are compared to experimental observations for validation purposes. The PFM (by means of the regularization parameter ℓ0) is first calibrated by one experiment and thereafter used for the prediction of the mechanical response of two other human fresh frozen humeri. All humeri are fractured at the surgical neck and strains are monitored by Digital Image Correlation (DIC). Experimental strains in the elastic regime are reproduced with good agreement (R2=0.726), similarly to the validated finite element method (Dahan et al., 2022). The failure pattern and fracture evolution at the surgical neck predicted by the PFM mimic extremely well the experimental observations for all three humeri. The maximum relative error in the computed failure loads is 3.8%. To the best of our knowledge this is the first method that can predict well the experimental compressive failure pattern as well as the force-strain relationship in proximal humerus fractures.
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