Orthogonal experimental design for the evaluation of the permeability and mechanical properties of TPMS structures

Three kinds of TPMS architecture, Primitive, Gyroid and Diamond, with different porosity and cell size were manufactured in both PLA and ZrO 2 , based on an orthogonal experimental design, to investigate the influence of those factors on their permeability (Darcy permeability coefficient k 1 and Forchheimer coefficient β ) and mechanical properties (Young’s modulus and energy absorption). This work reports the data from permeability and uniaxial compression tests, and numerical simulations conducted by Fluent and Abaqus. The experiment data and simulation results matched well, and the range analysis of the orthogonal experiments shows that porosity is the primary factor affecting all properties. Specifically, the Darcy permeability coefficient k 1 increased with porosity, while the Forchheimer coefficient β , Young’s modulus and energy absorption decreased with porosity; for instance, the Primitive structure possessed the highest permeability but the lowest mechanical strength. No linear relationship between the cell size and all properties was observed. Concerning permeability, the importance of the TPMS architecture comes third for the Darcy permeability coefficient k 1 but second for the Forchheimer coefficient β . For the mechanical properties, the factor sequence and the response of the factor level mean values for each factor were the same.

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Publication Details

Journal
Journal of Materials Research and Technology
Published
2025-12-31
DOI
https://doi.org/10.1016/j.jmrt.2025.12.241
Citations
1
Primary Topic
Epoxy Resin Curing Processes
Type
article
Field-Weighted Citation Impact
0.71
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article

Orthogonal experimental design for the evaluation of the permeability and mechanical properties of TPMS structures

Paolo Colombo, Zhang Yu
1 citations
Journal of Materials Research and Technology
Epoxy Resin Curing Processes
0.71
article

Orthogonal experimental design for the evaluation of the permeability and mechanical properties of TPMS structures

Paolo Colombo, Zhang Yu
article en
1 citations

Abstract

Three kinds of TPMS architecture, Primitive, Gyroid and Diamond, with different porosity and cell size were manufactured in both PLA and ZrO 2 , based on an orthogonal experimental design, to investigate the influence of those factors on their permeability (Darcy permeability coefficient k 1 and Forchheimer coefficient β ) and mechanical properties (Young’s modulus and energy absorption). This work reports the data from permeability and uniaxial compression tests, and numerical simulations conducted by Fluent and Abaqus. The experiment data and simulation results matched well, and the range analysis of the orthogonal experiments shows that porosity is the primary factor affecting all properties. Specifically, the Darcy permeability coefficient k 1 increased with porosity, while the Forchheimer coefficient β , Young’s modulus and energy absorption decreased with porosity; for instance, the Primitive structure possessed the highest permeability but the lowest mechanical strength. No linear relationship between the cell size and all properties was observed. Concerning permeability, the importance of the TPMS architecture comes third for the Darcy permeability coefficient k 1 but second for the Forchheimer coefficient β . For the mechanical properties, the factor sequence and the response of the factor level mean values for each factor were the same.

Journal of Materials Research and TechnologyVol. 40
Pennsylvania State University (US), University of Padua (IT)
Affordable and clean energy
Openalex Percentile: Top 23%
Epoxy Resin Curing Processes
0.71
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