Mechanical Analysis and Sensitivity Evaluation of PLA Scaffolds for Bone Tissue Repair Using FEA and Taguchi Experimental Design

<i>Purpose</i>: The design of three-dimensional scaffolds for bone regeneration poses challenges in balancing mechanical strength, porosity and degradability. This study aimed to optimize the geometric parameters of polylactic acid (PLA) scaffolds fabricated via 3D printing, focusing on pore size, porosity, and geometric configurations to enhance mechanical performance and biological functionality. <i>Methods</i>: Two geometric configurations - orthogonal and offset orthogonal - were evaluated with pore sizes ranging from 400-1000 µm and porosities between 55-70%. Finite element analysis (FEA) in ANSYS Workbench was used to simulate mechanical behavior, while the Taguchi experimental design determined the optimal parameter combinations. Statistical analyses, including ANOVA, assessed the significance of each factor. <i>Results</i>: The study identified a pore size of 400 µm as optimal for structural strength, while a porosity of 70% provided a balance between stability and cell growth. Orthogonal geometries distributed stress more uniformly, reducing critical stress concentrations compared to offset configurations. ANOVA revealed that pore size was the most significant factor, followed by porosity and geometry, achieving a model reliability of <i>R</i> <sup>2</sup> = 98.42%. <i>Conclusions</i>: The findings highlight the importance of geometric optimization for improving scaffold mechanical properties while maintaining biological functionality. This study offers a robust framework for designing patient-specific scaffolds tailored to bone tissue engineering applications.

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Publication Details

Journal
Acta of Bioengineering and Biomechanics
Published
2025-01-01
DOI
https://doi.org/10.37190/abb-02572-2024-03
Citations
2
Primary Topic
Bone Tissue Engineering Materials
Type
article
Field-Weighted Citation Impact
1.35

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article

Mechanical Analysis and Sensitivity Evaluation of PLA Scaffolds for Bone Tissue Repair Using FEA and Taguchi Experimental Design

Luis Medina, Gabriela Martínez, Daniel J. Vasquez
2 citations
Acta of Bioengineering and Biomechanics
Bone Tissue Engineering Materials
1.35
article

Mechanical Analysis and Sensitivity Evaluation of PLA Scaffolds for Bone Tissue Repair Using FEA and Taguchi Experimental Design

Luis Medina, Gabriela Martínez, Daniel J. Vasquez
article en
2 citations

Abstract

<i>Purpose</i>: The design of three-dimensional scaffolds for bone regeneration poses challenges in balancing mechanical strength, porosity and degradability. This study aimed to optimize the geometric parameters of polylactic acid (PLA) scaffolds fabricated via 3D printing, focusing on pore size, porosity, and geometric configurations to enhance mechanical performance and biological functionality. <i>Methods</i>: Two geometric configurations - orthogonal and offset orthogonal - were evaluated with pore sizes ranging from 400-1000 µm and porosities between 55-70%. Finite element analysis (FEA) in ANSYS Workbench was used to simulate mechanical behavior, while the Taguchi experimental design determined the optimal parameter combinations. Statistical analyses, including ANOVA, assessed the significance of each factor. <i>Results</i>: The study identified a pore size of 400 µm as optimal for structural strength, while a porosity of 70% provided a balance between stability and cell growth. Orthogonal geometries distributed stress more uniformly, reducing critical stress concentrations compared to offset configurations. ANOVA revealed that pore size was the most significant factor, followed by porosity and geometry, achieving a model reliability of <i>R</i> <sup>2</sup> = 98.42%. <i>Conclusions</i>: The findings highlight the importance of geometric optimization for improving scaffold mechanical properties while maintaining biological functionality. This study offers a robust framework for designing patient-specific scaffolds tailored to bone tissue engineering applications.

Acta of Bioengineering and BiomechanicsVol. 27(1)
Austral University of Chile (CL)
Universidad Austral de Chile
Openalex Percentile: Top 21%
Bone Tissue Engineering Materials
1.35
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Mechanical Analysis and Sensitivity Evaluation of PLA Scaffolds for Bone Tissue Repair Using FEA and Taguchi Experimental Design — Luis Medina, Gabriela Martínez, et al. · Acta of Bioengineering and Biomechanics (2025) | TGRS Research Map | TGRS