Image analysis and the finite element method in the characterization of the influence of porosity parameters on the mechanical properties of porous EVA/PMMA polymer blends
Autori
Tomić, NatašaMilanović, Predrag
Međo, Bojan
Vuksanović, Marija M.
Veljović, Đorđe
Rakin, Marko
Jančić-Heinemann, Radmila
Članak u časopisu (Recenzirana verzija)
Metapodaci
Prikaz svih podataka o dokumentuApstrakt
Poly(ethylene-co-vinyl acetate) (EVA) and poly(methyl methacrylate) (PMMA) are two incompatible polymers. Compatibilization of EVA/PMMA polymer blends with EVA-g-PMMA decreased the pore diameter and improved the mechanical properties. Image analysis of SEM micrographs enabled statistical analysis of the porosity parameters, including data about their positions. Positioning of the pores on the image was achieved by implementation of Voronoi diagrams and Delaunay triangulation by Python libraries. Hausdorff dimension (DHf) analysis showed improved complexity of the material network obtained by compatibilization. The coordinates of pore contours were processed by the Ramer–Douglas–Peucker algorithm (RDP) to establish the models by the finite element method (FEM). This process is iterative and enables a parametric study of the problem so that the type of pore geometry responsible for the observed mechanical behavior could be revealed. The FEM revealed the regions of the material that bear ...the load and enabled the extraction of parts of the material that diminish the porosity but do not participate in load carrying. A parametric study showed a decrease of 22% in the maximal shear stress when the porosity increased 10%, suggesting the importance of bulging of the material that played the role in decreasing the porosity of non-bearing material. A procedure for selecting the model with a regular pore shape and distribution based on the actual (irregular) porous microstructure is proposed.
Ključne reči:
Delaunay triangulation / FEM / Hausdorff dimension / Parametric study / Porous materials / Voronoi diagramIzvor:
Mechanics of Materials, 2019, 129, 1-14Izdavač:
- Elsevier B.V.
Finansiranje / projekti:
- Sinteza, razvoj tehnologija dobijanja i primena nanostrukturnih multifunkcionalnih materijala definisanih svojstava (RS-MESTD-Integrated and Interdisciplinary Research (IIR or III)-45019)
- Mikromehanički kriterijumi oštećenja i loma (RS-MESTD-Basic Research (BR or ON)-174004)
- Razvoj opreme i procesa dobijanja polimernih kompozitnih materijala sa unapred definisanim funkcionalnim svojstvima (RS-MESTD-Technological Development (TD or TR)-34011)
Napomena:
- Published version: http://technorep.tmf.bg.ac.rs/handle/123456789/4155
- This is the peer-reviewed version of the following article: Tomić N, Milanović P, Međo B, Vuksanović MM, Veljović Đ, Rakin M, Jančić-Heinemann R. Image analysis and the finite element method in the characterization of the influence of porosity parameters on the mechanical properties of porous EVA/PMMA polymer blends. in Mechanics of Materials. 2019;129:1-14. https://doi.org/10.1016/j.mechmat.2018.10.008
Povezane informacije:
- Verzija dokumenta
http://technorep.tmf.bg.ac.rs/handle/123456789/4155 - Verzija dokumenta
https://doi.org/10.1016/j.mechmat.2018.10.008
DOI: 10.1016/j.mechmat.2018.10.008
ISSN: 0167-6636
WoS: 000460191600002
Scopus: 2-s2.0-85055667408
Institucija/grupa
Inovacioni centarTY - JOUR AU - Tomić, Nataša AU - Milanović, Predrag AU - Međo, Bojan AU - Vuksanović, Marija M. AU - Veljović, Đorđe AU - Rakin, Marko AU - Jančić-Heinemann, Radmila PY - 2019 UR - http://TechnoRep.tmf.bg.ac.rs/handle/123456789/5043 AB - Poly(ethylene-co-vinyl acetate) (EVA) and poly(methyl methacrylate) (PMMA) are two incompatible polymers. Compatibilization of EVA/PMMA polymer blends with EVA-g-PMMA decreased the pore diameter and improved the mechanical properties. Image analysis of SEM micrographs enabled statistical analysis of the porosity parameters, including data about their positions. Positioning of the pores on the image was achieved by implementation of Voronoi diagrams and Delaunay triangulation by Python libraries. Hausdorff dimension (DHf) analysis showed improved complexity of the material network obtained by compatibilization. The coordinates of pore contours were processed by the Ramer–Douglas–Peucker algorithm (RDP) to establish the models by the finite element method (FEM). This process is iterative and enables a parametric study of the problem so that the type of pore geometry responsible for the observed mechanical behavior could be revealed. The FEM revealed the regions of the material that bear the load and enabled the extraction of parts of the material that diminish the porosity but do not participate in load carrying. A parametric study showed a decrease of 22% in the maximal shear stress when the porosity increased 10%, suggesting the importance of bulging of the material that played the role in decreasing the porosity of non-bearing material. A procedure for selecting the model with a regular pore shape and distribution based on the actual (irregular) porous microstructure is proposed. PB - Elsevier B.V. T2 - Mechanics of Materials T1 - Image analysis and the finite element method in the characterization of the influence of porosity parameters on the mechanical properties of porous EVA/PMMA polymer blends EP - 14 SP - 1 VL - 129 DO - 10.1016/j.mechmat.2018.10.008 ER -
@article{ author = "Tomić, Nataša and Milanović, Predrag and Međo, Bojan and Vuksanović, Marija M. and Veljović, Đorđe and Rakin, Marko and Jančić-Heinemann, Radmila", year = "2019", abstract = "Poly(ethylene-co-vinyl acetate) (EVA) and poly(methyl methacrylate) (PMMA) are two incompatible polymers. Compatibilization of EVA/PMMA polymer blends with EVA-g-PMMA decreased the pore diameter and improved the mechanical properties. Image analysis of SEM micrographs enabled statistical analysis of the porosity parameters, including data about their positions. Positioning of the pores on the image was achieved by implementation of Voronoi diagrams and Delaunay triangulation by Python libraries. Hausdorff dimension (DHf) analysis showed improved complexity of the material network obtained by compatibilization. The coordinates of pore contours were processed by the Ramer–Douglas–Peucker algorithm (RDP) to establish the models by the finite element method (FEM). This process is iterative and enables a parametric study of the problem so that the type of pore geometry responsible for the observed mechanical behavior could be revealed. The FEM revealed the regions of the material that bear the load and enabled the extraction of parts of the material that diminish the porosity but do not participate in load carrying. A parametric study showed a decrease of 22% in the maximal shear stress when the porosity increased 10%, suggesting the importance of bulging of the material that played the role in decreasing the porosity of non-bearing material. A procedure for selecting the model with a regular pore shape and distribution based on the actual (irregular) porous microstructure is proposed.", publisher = "Elsevier B.V.", journal = "Mechanics of Materials", title = "Image analysis and the finite element method in the characterization of the influence of porosity parameters on the mechanical properties of porous EVA/PMMA polymer blends", pages = "14-1", volume = "129", doi = "10.1016/j.mechmat.2018.10.008" }
Tomić, N., Milanović, P., Međo, B., Vuksanović, M. M., Veljović, Đ., Rakin, M.,& Jančić-Heinemann, R.. (2019). Image analysis and the finite element method in the characterization of the influence of porosity parameters on the mechanical properties of porous EVA/PMMA polymer blends. in Mechanics of Materials Elsevier B.V.., 129, 1-14. https://doi.org/10.1016/j.mechmat.2018.10.008
Tomić N, Milanović P, Međo B, Vuksanović MM, Veljović Đ, Rakin M, Jančić-Heinemann R. Image analysis and the finite element method in the characterization of the influence of porosity parameters on the mechanical properties of porous EVA/PMMA polymer blends. in Mechanics of Materials. 2019;129:1-14. doi:10.1016/j.mechmat.2018.10.008 .
Tomić, Nataša, Milanović, Predrag, Međo, Bojan, Vuksanović, Marija M., Veljović, Đorđe, Rakin, Marko, Jančić-Heinemann, Radmila, "Image analysis and the finite element method in the characterization of the influence of porosity parameters on the mechanical properties of porous EVA/PMMA polymer blends" in Mechanics of Materials, 129 (2019):1-14, https://doi.org/10.1016/j.mechmat.2018.10.008 . .