Analysis of density-dependent bead and cell structure of expanded polypropylene bead foams from X-ray computed tomography of different resolution

Publikation: Beitrag in FachzeitschriftÜbersichtsartikel (Review)BeigetragenBegutachtung

Beitragende

Abstract

Closed-cell bead foams with their hierarchical geometrical structure are a challenge for statistical reconstruction and finite element modelling. For the purpose of providing the fundamental micro- and meso-structural descriptors - wall thickness, cell as well as bead volume and sphericity - of expanded polypropylene bead foams of different density, 3D-images from X-ray computed tomography are analyzed. A detailed description of development and application of an image analysis methodology for the determination of feature distributions from CT-scans of different level of detail is provided. The methods are based on off-the-shelf algorithms provided by the open-source package distribution FIJI. It should be highlighted, that beside essential methods such as thresholding, euclidean distance and watershed transformation here the Trainable WEKA segmentation is applied for separating material phases in the images. Although the methods elaborated are generally very case sensitive, the reader benefits from the validation strategies applied, so that development of individual methods into the direction of reliability, repeatability and automation is supported.

Details

OriginalspracheEnglisch
Seiten (von - bis)165-184
Seitenumfang20
FachzeitschriftJournal of Cellular Plastics
Jahrgang59
Ausgabenummer2
PublikationsstatusVeröffentlicht - 31 März 2023
Peer-Review-StatusJa

Externe IDs

Scopus 85152297703
Mendeley f6c7e26e-40f1-386e-86d7-087447416f3c
WOS 000960873400001
ORCID /0000-0002-8504-2095/work/141544060
ORCID /0000-0003-1370-064X/work/142243848
ORCID /0000-0003-3624-3242/work/142255850

Schlagworte

Schlagwörter

  • Bead foam, computed tomography, structure analysis, Computed tomography, Structure analysis