Parametric finite element model and mechanical characterisation of electrospun materials for biomedical applications

Research output: Journal contributionsJournal articlesResearchpeer-review

Standard

Parametric finite element model and mechanical characterisation of electrospun materials for biomedical applications. / Polak-Kraśna, Katarzyna; Mazgajczyk, Emilia; Heikkilä, Pirjo et al.
In: Materials, Vol. 14, No. 2, 278, 07.01.2021, p. 1-15.

Research output: Journal contributionsJournal articlesResearchpeer-review

Harvard

APA

Vancouver

Polak-Kraśna K, Mazgajczyk E, Heikkilä P, Georgiadis A. Parametric finite element model and mechanical characterisation of electrospun materials for biomedical applications. Materials. 2021 Jan 7;14(2):1-15. 278. doi: 10.3390/ma14020278

Bibtex

@article{7fe7445742e84ee0afd0d6b8ab58c433,
title = "Parametric finite element model and mechanical characterisation of electrospun materials for biomedical applications",
abstract = "Electrospun materials, due to their unique properties, have found many applications in the biomedical field. Exploiting their porous nanofibrous structure, they are often used as scaffolds in tissue engineering which closely resemble a native cellular environment. The structural and mechanical properties of the substrates need to be carefully optimised to mimic cues used by the extracellular matrix to guide cells{\textquoteright} behaviour and improve existing scaffolds. Optimisation of these parameters is enabled by using the finite element model of electrospun structures proposed in this study. First, a fully parametric three-dimensional microscopic model of electrospun material with a random fibrous network was developed. Experimental results were obtained by testing electrospun poly(ethylene) oxide materials. Parameters of single fibres were determined by atomic force microscopy nanoindentations and used as input data for the model. The validation was performed by comparing model output data with tensile test results obtained for electrospun mats. We performed extensive analysis of model parameters correlations to understand the crucial factors and enable extrapolation of a simplified model. We found good agreement between the simulation and the experimental data. The proposed model is a potent tool in the optimisation of electrospun structures and scaffolds for enhanced regenerative therapies.",
keywords = "Electrospinning, FE, Modelling, Nonwoven, Poly(ethylene oxide) (PEO), Tensile testing, Engineering",
author = "Katarzyna Polak-Kra{\'s}na and Emilia Mazgajczyk and Pirjo Heikkil{\"a} and Anthimos Georgiadis",
note = "Funding Information: Short Term Scientific Mission was funded by European Commission via FP7 COST Action 1206.I would like to acknowledge COST Action 1206 ?Electrospun Nano-fibres for bio inspired composite materials and innovative industrial applications? for allowing me to realize validation part of this work at VTT Technical Research Centre of Finland Ltd.; and VTT for hosting this Short Term Scientific Mission. Publisher Copyright: {\textcopyright} 2021 by the authors. Licensee MDPI, Basel, Switzerland.",
year = "2021",
month = jan,
day = "7",
doi = "10.3390/ma14020278",
language = "English",
volume = "14",
pages = "1--15",
journal = "Materials",
issn = "1996-1944",
publisher = "MDPI AG",
number = "2",

}

RIS

TY - JOUR

T1 - Parametric finite element model and mechanical characterisation of electrospun materials for biomedical applications

AU - Polak-Kraśna, Katarzyna

AU - Mazgajczyk, Emilia

AU - Heikkilä, Pirjo

AU - Georgiadis, Anthimos

N1 - Funding Information: Short Term Scientific Mission was funded by European Commission via FP7 COST Action 1206.I would like to acknowledge COST Action 1206 ?Electrospun Nano-fibres for bio inspired composite materials and innovative industrial applications? for allowing me to realize validation part of this work at VTT Technical Research Centre of Finland Ltd.; and VTT for hosting this Short Term Scientific Mission. Publisher Copyright: © 2021 by the authors. Licensee MDPI, Basel, Switzerland.

PY - 2021/1/7

Y1 - 2021/1/7

N2 - Electrospun materials, due to their unique properties, have found many applications in the biomedical field. Exploiting their porous nanofibrous structure, they are often used as scaffolds in tissue engineering which closely resemble a native cellular environment. The structural and mechanical properties of the substrates need to be carefully optimised to mimic cues used by the extracellular matrix to guide cells’ behaviour and improve existing scaffolds. Optimisation of these parameters is enabled by using the finite element model of electrospun structures proposed in this study. First, a fully parametric three-dimensional microscopic model of electrospun material with a random fibrous network was developed. Experimental results were obtained by testing electrospun poly(ethylene) oxide materials. Parameters of single fibres were determined by atomic force microscopy nanoindentations and used as input data for the model. The validation was performed by comparing model output data with tensile test results obtained for electrospun mats. We performed extensive analysis of model parameters correlations to understand the crucial factors and enable extrapolation of a simplified model. We found good agreement between the simulation and the experimental data. The proposed model is a potent tool in the optimisation of electrospun structures and scaffolds for enhanced regenerative therapies.

AB - Electrospun materials, due to their unique properties, have found many applications in the biomedical field. Exploiting their porous nanofibrous structure, they are often used as scaffolds in tissue engineering which closely resemble a native cellular environment. The structural and mechanical properties of the substrates need to be carefully optimised to mimic cues used by the extracellular matrix to guide cells’ behaviour and improve existing scaffolds. Optimisation of these parameters is enabled by using the finite element model of electrospun structures proposed in this study. First, a fully parametric three-dimensional microscopic model of electrospun material with a random fibrous network was developed. Experimental results were obtained by testing electrospun poly(ethylene) oxide materials. Parameters of single fibres were determined by atomic force microscopy nanoindentations and used as input data for the model. The validation was performed by comparing model output data with tensile test results obtained for electrospun mats. We performed extensive analysis of model parameters correlations to understand the crucial factors and enable extrapolation of a simplified model. We found good agreement between the simulation and the experimental data. The proposed model is a potent tool in the optimisation of electrospun structures and scaffolds for enhanced regenerative therapies.

KW - Electrospinning

KW - FE

KW - Modelling

KW - Nonwoven

KW - Poly(ethylene oxide) (PEO)

KW - Tensile testing

KW - Engineering

UR - http://www.scopus.com/inward/record.url?scp=85099254790&partnerID=8YFLogxK

UR - https://www.mendeley.com/catalogue/ea3bedd8-5673-3c59-9c86-6f2651b73e87/

U2 - 10.3390/ma14020278

DO - 10.3390/ma14020278

M3 - Journal articles

C2 - 33430450

AN - SCOPUS:85099254790

VL - 14

SP - 1

EP - 15

JO - Materials

JF - Materials

SN - 1996-1944

IS - 2

M1 - 278

ER -

Documents

DOI

Recently viewed

Publications

  1. Dynamic capabilities and routinization
  2. Performance concepts and performance theory
  3. The Network Dynamics of Movements
  4. Using Daily Stretching to Counteract Performance Decreases as a Result of Reduced Physical Activity—A Controlled Trial
  5. Integrating resilience thinking and optimisation for conservation
  6. Reciprocal Relationships Between Dispositional Optimism and Work Experiences
  7. Machine Learning Applications in Convective Turbulence
  8. The link between in- and external rotation of the auditor and the quality of financial accounting and external audit
  9. Improving Flood Forecasting in a Developing Country
  10. Comparison of three methods of length compensation in a parallel kinematic and their equivalence conditions
  11. Anomalous Results in G-Factor Models
  12. A Lyapunov Approach to Set the Parameters of a PI-Controller to Minimise Velocity Oscillations in a Permanent Magnet Synchronous Motor Using Chopper Control for Electrical Vehicles
  13. Absolutely continuous random power series in reciprocals of Pisot numbers
  14. The role of spatial ability when fostering mental animation in multimedia learning
  15. Modeling the effect of workpiece temperature on micromagnetic high-speed-3MA-testing in case of AISI 4140
  16. Introduction
  17. Integrating inductive and deductive analysis to identify and characterize archetypical social-ecological systems and their changes
  18. Europe and the media: Changing structures in a changing context
  19. Effectiveness of the world network of biosphere reserves in maintaining forest ecosystem functions
  20. Analyzing Talk and Text II: Thematic Analysis
  21. Assessment of cognitive load in multimedia learning using dual-task methodology
  22. Cobalt in end-of-life products in the EU, where does it end up? - The MaTrace approach
  23. Semi-Supervised Generative Models for Multi-Agent Trajectories