Drougkas Dimitris, Karatsis Evagelos, Papagiannaki Maria, Chatzimoisiadis Serafeim, Arabatzi Fotini, Maropoulos Stergios, Tsouknidas Alexander
BETA CAE Systems S.A., 54005 Thessaloniki, Greece.
Department of Physical Education and Sport Science, Aristotle University of Thessaloniki, Ag. Ioannis, 62122 Serres, Greece.
Appl Bionics Biomech. 2018 Dec 23;2018:6520314. doi: 10.1155/2018/6520314. eCollection 2018.
During the last century, running shoes have been subject to drastic changes with incremental however improvements as to injury prevention. This may be, among others, due to the limited insight that experimental methodologies can provide on their 3D in situ response. The objective of this study was to demonstrate the effectiveness of finite element (FE) modelling techniques, in optimizing a midsole system as to the provided cushioning capacity.
A commercial running shoe was scanned by means of micro computed tomography and its gel-based midsole, reverse-engineered to a 200 m accuracy. The resulting 3D model was subjected to biorealistic loading and boundary conditions, in terms of time-varying plantar pressure distribution and shoe-ground contact constraints. The mesh grid of the FE model was verified as to its conceptual soundness and validated against velocity-driven impact tests. Nonlinear material properties were assigned to all entities and the model subjected to a dynamic FE analysis. An optimization function (based on energy absorption criteria) was employed to determine the optimum gel volume and position, as to accommodate sequential cushioning in the rear-, mid-, and forefoot, of runner during stance phase.
The in situ developing stress fields suggest that the shock dissipating properties of the midsole could be significantly improved. Altering the position of the gel pads and varying their volume led to different midsole responses that could be tuned more efficiently to the specific strike and pronation pattern.
The results suggest that midsole design can be significantly improved through biorealistic FE modelling, thus providing a new platform for the conceptual redesign and/or optimization of modern footwear.
在上个世纪,跑鞋经历了巨大变革,在预防损伤方面虽有渐进式改进,但仍存在局限。这可能部分归因于实验方法在提供跑鞋三维原位响应方面的见解有限。本研究的目的是证明有限元(FE)建模技术在优化中底系统缓冲能力方面的有效性。
通过微计算机断层扫描对一款商用跑鞋进行扫描,并对其基于凝胶的中底进行逆向工程,精度达到200微米。将生成的三维模型置于逼真的载荷和边界条件下,模拟随时间变化的足底压力分布和鞋与地面的接触约束。对有限元模型的网格进行概念合理性验证,并通过速度驱动冲击试验进行验证。为所有实体赋予非线性材料特性,并对模型进行动态有限元分析。采用一个优化函数(基于能量吸收标准)来确定最佳凝胶体积和位置,以适应跑步者在站立阶段后足、中足和前足的连续缓冲。
原位产生的应力场表明,中底的减震性能可得到显著改善。改变凝胶垫的位置和体积会导致不同的中底响应,从而可以更有效地根据特定的着地和内旋模式进行调整。
结果表明,通过逼真的有限元建模可以显著改进中底设计,从而为现代鞋类的概念重新设计和/或优化提供一个新平台。