Cascading (3D) reconstruction procedure of composite structures from microtomography data
Reconstruction of three-dimensional (3D) structure from experimental image acquisition (e.g., from micro computed tomography data) is very useful in composite material science. Composite considered are characterized by a dispersion of particles in a continuous phase. Many properties of the composite...
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| Format: | Article |
| Language: | English |
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Elsevier
2023-01-01
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| Series: | MethodsX |
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| Online Access: | http://www.sciencedirect.com/science/article/pii/S2215016123001772 |
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| author | Marouane Kabbej Valérie Guillard Hélène Angellier-Coussy Valentin Thoury-Monbrun Nathalie Gontard Laurent Orgéas Sabine Rolland du Roscoat Sébastien Gaucel |
| author_facet | Marouane Kabbej Valérie Guillard Hélène Angellier-Coussy Valentin Thoury-Monbrun Nathalie Gontard Laurent Orgéas Sabine Rolland du Roscoat Sébastien Gaucel |
| author_sort | Marouane Kabbej |
| collection | DOAJ |
| description | Reconstruction of three-dimensional (3D) structure from experimental image acquisition (e.g., from micro computed tomography data) is very useful in composite material science. Composite considered are characterized by a dispersion of particles in a continuous phase. Many properties of the composite (e.g., mass transfer properties) depend on its structural assembly. A reliable prediction of these properties requires to well represent this structure and especially, the region at the vicinity of the dispersed phase. (3D) structure generation must thus permit to (1) simplify the real composite structure observed to make it compatible with further modelling tasks (e.g., meshing constraints in finite elements methods, computation time) and (2) keep enough representativeness of the structure of the specimen to produce reliable numerical predictions. This article describes an innovative, cascading (3D) reconstruction procedure of composite material from microtomography data. • First step of this pipeline is the extraction of relevant structural markers from microtomography images using image analysis. • Second step is the modelling of the distribution of the structural markers selected (statistical laws). • Third and final step is the reconstruction of the (3D) structures based on the pre-determined distribution laws in a RVE (representative volume element) of the composite. |
| first_indexed | 2024-03-13T03:32:00Z |
| format | Article |
| id | doaj.art-08698c5f8ef045eaa54aef1226b5dd17 |
| institution | Directory Open Access Journal |
| issn | 2215-0161 |
| language | English |
| last_indexed | 2024-03-13T03:32:00Z |
| publishDate | 2023-01-01 |
| publisher | Elsevier |
| record_format | Article |
| series | MethodsX |
| spelling | doaj.art-08698c5f8ef045eaa54aef1226b5dd172023-06-24T05:17:37ZengElsevierMethodsX2215-01612023-01-0110102177Cascading (3D) reconstruction procedure of composite structures from microtomography dataMarouane Kabbej0Valérie Guillard1Hélène Angellier-Coussy2Valentin Thoury-Monbrun3Nathalie Gontard4Laurent Orgéas5Sabine Rolland du Roscoat6Sébastien Gaucel7IATE, CIRAD, INRAE, Université Montpellier, Institut Agro, Montpellier 34060FranceIATE, CIRAD, INRAE, Université Montpellier, Institut Agro, Montpellier 34060FranceIATE, CIRAD, INRAE, Université Montpellier, Institut Agro, Montpellier 34060FranceIATE, CIRAD, INRAE, Université Montpellier, Institut Agro, Montpellier 34060FranceIATE, CIRAD, INRAE, Université Montpellier, Institut Agro, Montpellier 34060FranceCNRS, 3SR Lab, Université Grenoble Alpes, UMR 5521, Grenoble F-38000, FranceCNRS, 3SR Lab, Université Grenoble Alpes, UMR 5521, Grenoble F-38000, FranceIATE, CIRAD, INRAE, Université Montpellier, Institut Agro, Montpellier 34060France; Corresponding author.Reconstruction of three-dimensional (3D) structure from experimental image acquisition (e.g., from micro computed tomography data) is very useful in composite material science. Composite considered are characterized by a dispersion of particles in a continuous phase. Many properties of the composite (e.g., mass transfer properties) depend on its structural assembly. A reliable prediction of these properties requires to well represent this structure and especially, the region at the vicinity of the dispersed phase. (3D) structure generation must thus permit to (1) simplify the real composite structure observed to make it compatible with further modelling tasks (e.g., meshing constraints in finite elements methods, computation time) and (2) keep enough representativeness of the structure of the specimen to produce reliable numerical predictions. This article describes an innovative, cascading (3D) reconstruction procedure of composite material from microtomography data. • First step of this pipeline is the extraction of relevant structural markers from microtomography images using image analysis. • Second step is the modelling of the distribution of the structural markers selected (statistical laws). • Third and final step is the reconstruction of the (3D) structures based on the pre-determined distribution laws in a RVE (representative volume element) of the composite.http://www.sciencedirect.com/science/article/pii/S2215016123001772Particle morphology(3D) Structure buildingHeterogeneous size distribution(3D) tri-phasic structure |
| spellingShingle | Marouane Kabbej Valérie Guillard Hélène Angellier-Coussy Valentin Thoury-Monbrun Nathalie Gontard Laurent Orgéas Sabine Rolland du Roscoat Sébastien Gaucel Cascading (3D) reconstruction procedure of composite structures from microtomography data MethodsX Particle morphology (3D) Structure building Heterogeneous size distribution (3D) tri-phasic structure |
| title | Cascading (3D) reconstruction procedure of composite structures from microtomography data |
| title_full | Cascading (3D) reconstruction procedure of composite structures from microtomography data |
| title_fullStr | Cascading (3D) reconstruction procedure of composite structures from microtomography data |
| title_full_unstemmed | Cascading (3D) reconstruction procedure of composite structures from microtomography data |
| title_short | Cascading (3D) reconstruction procedure of composite structures from microtomography data |
| title_sort | cascading 3d reconstruction procedure of composite structures from microtomography data |
| topic | Particle morphology (3D) Structure building Heterogeneous size distribution (3D) tri-phasic structure |
| url | http://www.sciencedirect.com/science/article/pii/S2215016123001772 |
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