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使用相场模型预测肱骨近端骨折。

Predicting fracture in the proximal humerus using phase field models.

机构信息

Chair for Computational Modeling and Simulation, Technical University of Munich, Arcisstr. 21, 80333 Munich, Germany.

School of Mechanical Engineering, The Iby and Aladar Fleischman Faculty of Engineering, Tel-Aviv University, 69978 Ramat-Aviv, Israel.

出版信息

J Mech Behav Biomed Mater. 2022 Oct;134:105415. doi: 10.1016/j.jmbbm.2022.105415. Epub 2022 Aug 20.

Abstract

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 ℓ) 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 (R=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.

摘要

肱骨近端撞击骨折在老年人群中具有临床意义。基于 CT 的有限元方法预测此类骨折存在几个主要障碍,例如力学性能不均匀和压缩应变引起的骨折。本文提出了一种将相场法(PFM)嵌入有限元胞元法(FCM)的变体,用于模拟新鲜冷冻人肱骨的撞击性骨折。为了验证目的,比较了力-应变响应、失效载荷和骨折路径与实验观察的结果。首先通过一个实验对 PFM(通过正则化参数 ℓ)进行校准,然后将其用于预测另外两个新鲜冷冻人肱骨的力学响应。所有肱骨均在外科颈处断裂,并通过数字图像相关(DIC)监测应变。弹性阶段的实验应变得到了很好的重现(R=0.726),与经过验证的有限元方法(Dahan 等人,2022 年)相似。PFM 预测的外科颈处失效模式和骨折演化与所有三个肱骨的实验观察非常吻合。计算得到的失效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实验性压缩失效模式以及力-应变关系的方法。

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