journal article·2020-06Open access

New interlaminar features and void distributions in advanced aerospace-grade composites revealed via automated algorithms using micro-computed tomography

Nathan K. Fritz, Reed Kopp, Abigail K. Nason, Xinchen Ni, Jeonyoon Lee, Itai Y. Stein, Estelle Kalfon-Cohen, I. Sinclair, S. Mark Spearing, Pedro P. Camanho, Brian L. Wardle

Abstract

Abstract X-ray micro-computed tomography (μCT) is used to quantify morphology in AS4/8552 (autoclave) and IM7/M56 (Out-of-Autoclave, OoA) aerospace-grade advanced unidirectional-ply carbon fiber prepreg composites, revealing several previously unreported features. The micron-scale (1 μm voxel size) three-dimensional datasets combined with automated, objective algorithms, revealed the following previously unreported features of AS4/8552 and IM7/M56 laminates, respectively: all ply interfaces analyzed have misplaced microfibers at densities of 1–2 per mm2 of interface area that can contribute to the mean thickness of the interlaminar regions of 8.6 μm and 14.4 μm; all ply interfaces have elongated (aspect ratio > 10 and presumed to extend indefinitely) periodic resin pockets along the microfiber direction of the plies bounding the interlaminar region that we term tow-aligned resin pockets (TARPs), with typical thicknesses that are 2–3X greater than the average interlaminar thickness; overall void fractions are low at ~0.002 vol% and ~0.001 vol%, comprised primarily of newly-quantified "sub-microvoids" with an average volume of 26–31 μm3 that are equally pervasive in both materials, numbering ~300 per mm3. The new interlaminar region and void tools were also utilized to analyze laminates with aligned carbon nanotubes (A-CNTs), termed "nanostitches", incorporated between plies to reinforce the interlaminar regions. The addition of A-CNTs increased the interlaminar thickness by 2.2 μm and 8.0 μm for the AS4/8552 and IM7/M56 systems, respectively, but did not affect the quantity or distribution of voids or TARPs. These newly-identified features are relevant to the mechanical performance of such composites, as they may have positive or negative effects on damage initiation and progression.
Source: openaire · Quality: candidate unverified · Source record ↗

Research context

OpenAlex topics: Mechanical Behavior of Composites · Fiber-reinforced polymer composites · Composite Material Mechanics

SciVX discovery tags are terminology-based. OpenAlex topics are source-provided classifications.

References (76)

Show source-provided references
1. X-ray computed tomography of polymer composites10.1016/j.compscitech.2017.10.023 ↗
2. Quantitative X-ray tomography10.1179/1743280413Y.0000000023 ↗
3. Damage accumulation in a carbon/epoxy composite: comparison between a multiscale model and computed tomography experimental results10.1016/j.compositesa.2012.03.011 ↗
4. Interlaminar reinforcement of carbon fiber composites using aligned carbon nanotubes
5. Synergetic effects of thin plies and aligned carbon nanotube interlaminar reinforcement in composite laminates10.1016/j.compscitech.2018.01.007 ↗
6. In situ experiments with X ray tomography: an attractive tool for experimental mechanics10.1007/s11340-010-9333-7 ↗
7. X-ray computed tomography observation of multiple fiber fracture in unidirectional CFRP under tensile loading10.1016/j.compstruct.2017.12.069 ↗
8. High resolution tomographic imaging and modelling of notch tip damage in a laminated composite10.1016/j.compscitech.2010.04.012 ↗
9. In situ synchrotron tomographic evaluation of the effect of toughening strategies on fatigue micromechanisms in carbon fibre reinforced polymers10.1016/j.compscitech.2015.01.012 ↗
10. Micromechanisms of damage in 0 splits in a [90/0]s composite material using synchrotron radiation computed tomography10.1016/j.scriptamat.2008.07.034 ↗
11. In situ monitoring of structural changes in nonwoven mats under tensile loading using X-ray computer tomography10.1016/j.compositesa.2014.03.019 ↗
12. Multi-scale toughening of fibre composites using carbon nanofibres and z-pins10.1016/j.compscitech.2016.06.005 ↗
13. Crack path simulation in a particle-toughened interlayer within a polymer composite laminate10.1016/j.compscitech.2016.07.024 ↗
14. The influence of toughening-particles in CFRPs on low velocity impact damage resistance performance10.1016/j.compositesa.2013.11.014 ↗
15. Internal geometry of woven composite laminates with “ fuzzy ” carbon nanotube grafted fibers
16. X-ray micro-computed-tomography characterization of cracks induced by thermal cycling in non-crimp 3D orthogonal woven composite materials with porosity10.1016/j.compositesa.2018.05.020 ↗
17. Measurement of voids in composites by X-ray computed tomography10.1016/j.compscitech.2013.09.019 ↗
18. Defect and porosity determination of fibre reinforced polymers by X-ray computed tomography
19. X-ray computed tomography characterization of manufacturing induced defects in a glass/polyester pultruded profile10.1016/j.compstruct.2018.04.030 ↗
20. Effect of curing cycle on void distribution and interlaminar shear strength in polymer-matrix composites10.1016/j.compscitech.2011.05.002 ↗
21. Voids in fiber-reinforced polymer composites: a review on their formation, characteristics, and effects on mechanical performance
22. Effects of cure cycle pressure and voids on some mechanical properties of carbon/epoxy laminates10.1016/0010-4361(95)96808-J ↗
23. Effect of void content on the mechanical properties of carbon/epoxy laminates
24. Influence of voids on the tensile performance of carbon/epoxy fabric laminates10.1016/S1005-0302(11)60028-5 ↗
25. Effects of cure cycles on void content and mechanical properties of composite laminates10.1016/j.compstruct.2005.02.001 ↗
26. The effect of voids on the flexural fatigue performance of unidirectional carbon fibre composites developed for wind turbine applications10.1016/j.ijfatigue.2006.02.033 ↗
27. Voids and their effects on the mechanical properties of composites—an appraisal
28. Micro-mechanics based pressure dependent failure model for highly cross-linked epoxy resins10.1016/j.engfracmech.2016.02.039 ↗
29. On a unique fracture micromechanism for highly cross-linked epoxy resins10.1016/j.jmps.2018.09.028 ↗
30. Micro-CT analysis of internal geometry of chopped carbon fiber tapes reinforced thermoplastics10.1016/j.compositesa.2016.10.013 ↗
31. Quantification of the internal structure and automatic generation of voxel models of textile composites from X-ray computed tomography data10.1016/j.compositesa.2014.11.016 ↗
32. Micro-CT measurement of fibre misalignment: application to carbon/epoxy laminates manufactured in autoclave and by vacuum assisted resin transfer moulding10.1016/j.compositesa.2017.10.018 ↗
33. X-ray computed tomography used to measure fiber orientation in CFRP laminates10.1080/09243046.2014.959240 ↗
34. In situ statistical measurement of local morphology in carbon-epoxy composites using synchrotron X-ray computed tomography10.1016/j.compositesa.2019.105543 ↗
35. Individual fibre segmentation from 3D X-ray computed tomography for characterising the fibre orientation in unidirectional composite materials10.1016/j.compositesa.2016.12.028 ↗
36. Numerical reconstruction of graphite/epoxy composite microstructure based on sub-micron resolution X-ray computed tomography10.1016/j.compscitech.2014.10.017 ↗
37. A review of predictive nonlinear theories for multiscale modeling of heterogeneous materials10.1016/j.jcp.2016.10.070 ↗
38. Mapping fibre failure in situ in carbon fibre reinforced polymers by fast synchrotron X-ray computed tomography10.1016/j.compscitech.2017.06.006 ↗
39. In situ fibre fracture measurement in carbon-epoxy laminates using high resolution computed tomography10.1016/j.compscitech.2011.06.004 ↗
40. The effect of through-thickness compressive stress on mode II interlaminar crack propagation: a computational micromechanics approach10.1016/j.compstruct.2017.09.020 ↗
41. Micro-mechanical simulation of Mode I interlaminar fracture in particle-toughened interlayers
42. Micromechanical analysis of interlaminar crack propagation between angled plies in mode I tests10.1016/j.compstruct.2019.04.050 ↗
43. Experimental investigation of flow-induced microvoids during impregnation of unidirectional stitched fiberglass mat10.1002/pc.10601 ↗
44. Hexcel · 2017 · 1
45. Hexcel · 2016 · 1
46. Impact of carbon nanotube length on electron transport in aligned carbon nanotube networks10.1063/1.4907608 ↗
47. Fabrication and characterization of ultrahigh-volume-fraction aligned carbon nanotube-polymer composites10.1002/adma.200800295 ↗
48. Rapid growth and flow-mediated nucleation of millimeter-scale aligned carbon nanotube structures from a thin-film catalyst10.1021/jp055498b ↗
49. Interlaminar shear strength investigation of aligned carbon nanotube-reinforced prepreg composite interfaces, 56th AIAA/ASCE/AHS/ASC
50. Hexcel · 2016 · 1
51. Advanced carbon fiber composite out-of-autoclave laminate manufacture via nanostructured out-of-oven conductive curing10.1016/j.compscitech.2018.02.031 ↗
52. Static and fatigue interlaminar shear reinforcement in aligned carbon nanotube-reinforced hierarchical advanced composites10.1016/j.compositesa.2019.02.023 ↗
53. 2014
54. reportPersonal Communication with Dr. Mark M. Mavrogordato (Univ. of Southampton) for This Technique Which Is Attributed to Stephen Wilby (Univ. of Southampton) in Process Thesis.
55. Fritz · 2018
56. Fiji: an open-source platform for biological-image analysis10.1038/nmeth.2019 ↗
57. ImageJ2: ImageJ for the next generation of scientific image data10.1186/s12859-017-1934-z ↗
58. Sun · 2017
59. Recent advances in X-ray microtomography applied to materials10.1179/174328008X277803 ↗
60. In-line phase-contrast X-ray imaging and tomography for materials science10.3390/ma5050937 ↗
61. In-plane strength enhancement of laminated composites via aligned carbon nanotube interlaminar reinforcement10.1016/j.compscitech.2016.07.006 ↗
62. Fabrication of composite microstructures by capillarity-driven wetting of aligned carbon nanotubes with polymers10.1088/0957-4484/18/16/165602 ↗
63. Control and modelling of capillary flow of epoxy resin in aligned carbon nanotube forests10.1039/C5RA03393D ↗
64. Joining prepreg composite interfaces with aligned carbon nanotubes10.1016/j.compositesa.2008.03.011 ↗
65. Cebeci · 2008
66. In situ statistical measurement of local morphology in carbon-epoxy composites using synchrotron X-ray computed tomography10.1016/j.compositesa.2019.105543 ↗
67. Interlaminar fracture micro-mechanisms in toughened carbon fibre reinforced plastics investigated via synchrotron radiation computed tomography and laminography10.1016/j.compositesa.2015.01.012 ↗
68. Mode I and Mode II fracture toughness of high-performance 3000 g mole-1 reactive poly(etherimide)/carbon fiber composites10.1016/S1359-835X(98)00111-0 ↗
69. Johnson · Processing and property relationships for fibre composites · 1983 · 14 · 107
70. Material state awareness for composites part I: precursor damage analysis using ultrasonic guided Coda Wave Interferometry (CWI)
71. Precursor/incubation of multi-scale damage state quantification in composite materials: using hybrid microcontinuum field theory and high-frequency ultrasonics10.1109/TUFFC.2013.2677 ↗
72. Effect of voids on the crack formation in a [45/−45/0]s laminate under cyclic axial tension10.1016/j.compositesa.2016.02.018 ↗
73. Toughened carbon fibre-reinforced polymer composites with nanoparticle-modified epoxy matrices10.1007/s10853-016-0468-5 ↗
74. Toughening of epoxy-based hybrid nanocomposites10.1016/j.polymer.2016.05.007 ↗
75. The fracture of thermosetting epoxy polymers containing silica nanoparticles, Strength
76. Fracture and fatigue behaviour of epoxy nanocomposites containing 1-D and 2-D nanoscale carbon fillers10.1016/j.engfracmech.2018.04.033 ↗