Simulating 3D printing on hydrogel inks: A finite element framework for predicting mechanical properties and scaffold deformation

IF 3.5 3区 工程技术 Q1 MATHEMATICS, APPLIED
M.C.P. Vila Pouca , M.R.G. Cerqueira , J.P.S. Ferreira , R. Darabi , N.A.G. Ramião , R. Sobreiro-Almeida , A.P.G. Castro , P.R. Fernandes , J.F. Mano , RM Natal Jorge , M.P.L. Parente
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引用次数: 0

Abstract

Background

Difficulties during the wound healing process may result in scarring, chronic wounds and sepsis. A common tissue engineering strategy to solve these problems rely on the development of 3D hydrogel scaffolds that mimic the structure, stiffness, and biological proprieties of the target tissue. One of the most effective biofabrication techniques to precisely control spatial deposition, architecture and porosity of hydrogels is 3D printing technology. However, final architectures of 3D printed structures can be compromised if the printing properties are not adequately selected.

Purpose

Our main goal was to create a numerical framework able to predict the deformations that arise due to the 3D printing process of hydrogel scaffolds. Our secondary goal was to analyze if the overall mechanical properties of the 3D printed scaffolds were affected by these deformations.

Methods

We applied finite element analysis using ABAQUS finite element software to develop our numerical framework. The finite elements were added in a time sequence, simulating the material deposition. The bulk material was experimentally characterized and represented numerically by the user-defined subroutine UMAT. We tested the simulation by ‘printing’ a 5.0 × 5.0 × 0.8 alginate ink at 5 and 10 mm/s. Afterwards, both the final 3D printed scaffolds and a theoretical non-deformed configuration were subjected to a uniaxial compression of 10 % of the initial height, and differences between their overall mechanical properties were analyzed.

Results

The numerical framework captured the bending between the scaffold filaments and the compression of the bottom layers. On average, the scaffold printed at 5 mm/s deformed ∼6 % more, compared to the scaffold printed at 10 mm/s. However, in terms of overall mechanical properties, both showed similar behavior. This behavior, however, was highly nonlinear and significantly different from the theoretical, non-deformed scaffold, particularly in a small strains’ regime.

Conclusions

A numerical framework that can be used as a preliminary tool to define the printing velocity, sequence and geometry, minimizing the deformations during the 3D printing process was developed. This framework can help to minimize experimentation and consequently, material waste. We also saw that these deformations should not be neglected when predicting the mechanical behavior using finite element analysis, particularly for small strains application.

在水凝胶油墨上模拟3D打印:预测机械性能和支架变形的有限元框架
背景:伤口愈合过程中的困难可能导致结疤、慢性伤口和败血症。解决这些问题的常见组织工程策略依赖于3D水凝胶支架的开发,这些支架可以模拟目标组织的结构、刚度和生物特性。3D打印技术是精确控制水凝胶空间沉积、结构和孔隙度的最有效的生物制造技术之一。然而,如果没有充分选择打印特性,3D打印结构的最终架构可能会受到损害。我们的主要目标是创建一个能够预测由于水凝胶支架的3D打印过程而产生的变形的数值框架。我们的第二个目标是分析3D打印支架的整体力学性能是否受到这些变形的影响。方法采用ABAQUS有限元软件进行有限元分析,建立数值框架。按时间顺序加入有限元,模拟材料的沉积过程。用用户自定义的子程序UMAT对块状材料进行了实验表征和数值表示。我们通过以5和10毫米/秒的速度“打印”5.0 × 5.0 × 0.8海藻酸盐油墨来测试模拟。随后,对最终3D打印支架和理论未变形支架进行初始高度10%的单轴压缩,并分析其整体力学性能的差异。结果该数值框架捕捉到了支架丝之间的弯曲和底层的压缩。平均而言,与以10毫米/秒的速度打印的支架相比,以5毫米/秒的速度打印的支架变形要多6%。然而,就整体力学性能而言,两者表现出相似的行为。然而,这种行为是高度非线性的,与理论的、非变形的支架显著不同,特别是在小应变状态下。结论建立了一个数值框架,可以作为初步的工具来定义打印速度、顺序和几何形状,从而最大限度地减少3D打印过程中的变形。这个框架可以帮助最小化实验,从而减少材料浪费。我们还看到,在使用有限元分析预测力学行为时,这些变形不应被忽视,特别是对于小应变应用。
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来源期刊
CiteScore
4.80
自引率
3.20%
发文量
92
审稿时长
27 days
期刊介绍: The aim of this journal is to provide ideas and information involving the use of the finite element method and its variants, both in scientific inquiry and in professional practice. The scope is intentionally broad, encompassing use of the finite element method in engineering as well as the pure and applied sciences. The emphasis of the journal will be the development and use of numerical procedures to solve practical problems, although contributions relating to the mathematical and theoretical foundations and computer implementation of numerical methods are likewise welcomed. Review articles presenting unbiased and comprehensive reviews of state-of-the-art topics will also be accommodated.
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