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
{"title":"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","authors":"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","doi":"10.1016/j.finel.2023.104098","DOIUrl":null,"url":null,"abstract":"<div><h3>Background</h3><p>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.</p></div><div><h3>Purpose</h3><p>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.</p></div><div><h3>Methods</h3><p>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.</p></div><div><h3>Results</h3><p>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.</p></div><div><h3>Conclusions</h3><p>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.</p></div>","PeriodicalId":56133,"journal":{"name":"Finite Elements in Analysis and Design","volume":null,"pages":null},"PeriodicalIF":3.5000,"publicationDate":"2023-12-06","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.sciencedirect.com/science/article/pii/S0168874X23001919/pdfft?md5=418ed2e4f4849bc5fc4222bed4059804&pid=1-s2.0-S0168874X23001919-main.pdf","citationCount":"0","resultStr":"{\"title\":\"Simulating 3D printing on hydrogel inks: A finite element framework for predicting mechanical properties and scaffold deformation\",\"authors\":\"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. 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Our secondary goal was to analyze if the overall mechanical properties of the 3D printed scaffolds were affected by these deformations.</p></div><div><h3>Methods</h3><p>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.</p></div><div><h3>Results</h3><p>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.</p></div><div><h3>Conclusions</h3><p>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. 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Simulating 3D printing on hydrogel inks: A finite element framework for predicting mechanical properties and scaffold deformation
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.
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.