2019
DOI: 10.1016/j.compositesa.2019.105532
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Detailed characterization of voids in multidirectional carbon fiber/epoxy composite laminates using X-ray micro-computed tomography

Abstract: We employ X-ray micro-computed tomography to generate an extensive dataset of voids' characteristics in carbon/epoxy laminates with different stacking sequences. The voids are deliberately induced by modifying the cure cycle. The three-dimensional images with voids are segmented and quantified using an in-house software package, VoxTex. The characteristics of voids, i.e. shape, size parameters, orientation, and spatial location distribution, are obtained. The majority of voids have slightly flattened cross-sec… Show more

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Cited by 68 publications
(27 citation statements)
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“…2, the change that occurred to the rest of the histogram, after filtering the false features, is caused by recalculating the “relative” frequencies for the new data.
Fig. 2Frequency distributions of the semi-minor axis and the in-plane orientation of the ellipsoids fitted to the detected voids in the [±45] 2s specimen (left) before and (right) after filtering [1].
…”
Section: Experimental Design Materials and Methodsmentioning
confidence: 99%
See 2 more Smart Citations
“…2, the change that occurred to the rest of the histogram, after filtering the false features, is caused by recalculating the “relative” frequencies for the new data.
Fig. 2Frequency distributions of the semi-minor axis and the in-plane orientation of the ellipsoids fitted to the detected voids in the [±45] 2s specimen (left) before and (right) after filtering [1].
…”
Section: Experimental Design Materials and Methodsmentioning
confidence: 99%
“…Frequency distributions of the semi-minor axis and the in-plane orientation of the ellipsoids fitted to the detected voids in the [±45] 2s specimen (left) before and (right) after filtering [1]. …”
Section: Experimental Design Materials and Methodsmentioning
confidence: 99%
See 1 more Smart Citation
“…Thanks to the progress in X-ray CT imaging during the last decade, several recent studies have focused on composite material applications. For instance, conventional or laboratory scale µCT equipment can be used to analyse the fibrous architecture in composites (Centea and Hubert, 2011;Pazmino et al, 2014;Straumit et al, 2018) and to characterize process-induced defects, such as voids (Nikishkov et al, 2013;Mehdikhani et al, 2019). The obtained real microstructure can be used as an input for the numerical estimation of a preform permeability (Plank et al, 2015;Soltani et al, 2015) or the development of mesoscopic mechanical models of textile composites while considering the local artifacts, such as voids (Liu et al, 2017a;Chen et al, 2018).…”
Section: Introductionmentioning
confidence: 99%
“…Li et al [22] studied the fracture modes of fiber fracture, debonding, resin cracking and interlayer delamination caused by three-dimensional braided composites under impact shear loading using micro-CT and interface geometry model based on woven preformed structure. Mehdikhani et al [23] used X-ray micro-computer tomography to segment and quantitatively analyze the pores in different stacking order carbon/epoxy laminates. The shape, size parameters, orientation and spatial distribution characteristics of the holes are obtained.…”
Section: Introductionmentioning
confidence: 99%