journal article·2025Open access

Contrast-enhanced imaging of carbon fiber composites using hafnium oxide nanocrystals

Eline Goossens, Ives De Baere, Yuriy Sinchuk, Evert Dhaene, John De Vos, Pauline Rooms, Matthieu N. Boone, Jonathan De Roo, Isabel Van Driessche, Wim Van Paepegem, Klaartje De Buysser

Nanoscale· Volume 17· Issue 16

Abstract

Carbon fiber-reinforced polymers (CFRPs) are of utmost importance in high-performance structural applications due to their unique combination of light-weight, yet high-strength behaviour. However, their behaviour and damage mechanisms are not fully understood. Damage propagation models need to take into account the type, geometry and orientation of a multitude of failure mechanisms and defects. Micro-Computed Tomography (micro-CT) data could provide the necessary input for these models, but the poor contrast between the carbon fibers and the polymer matrix does not allow automatic geometry extraction needed as input. To overcome this issue, hafnium oxide nanocrystals (HfO2 NCs) were introduced as CT contrast agents to the polymer matrix to provide the required contrast. To ensure a homogeneous and stable dispersion of the NCs in the epoxy resin, a bisphosphonic acid ligand consisting of ethylene glycol oligomer segments was used. The NCs did not significantly alter important parameters such as matrix stiffness, viscosity, glass transition temperature and curing time, enabling them to be implemented without having to alter current composite resin infusion methods. NC-doped CFRPs with 5 and 10 m% of HfO2 NCs added showed a drastic improvement in CT contrast, allowing for segmentation of the carbon fiber tows and visualization of micrometer-scale cracks. The contrast-enhanced NC-doped composites thereby enable the validation of damage models by accurate micro-CT data.
Source: europepmc · Quality: candidate unverified · Source record ↗

Research context

OpenAlex topics: Ion-surface interactions and analysis · Diamond and Carbon-based Materials Research · Integrated Circuits and Semiconductor Failure Analysis

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

Affiliations

Department of Chemistry, Ghent University, 9000 Ghent, Belgium

Department of Chemistry, University of Basel, 4058 Basel, Switzerland

Department of Materials, Textiles and Chemical Engineering, Ghent University, 9052 Zwijnaarde, Belgium

Laboratory of Mechanics Paris-Saclay, 91192 Gif-sur-Yvette Cedex, France

Center for X-ray Tomography, Department of Physics and Astronomy, Ghent University, 9000 Ghent, Belgium

Funding

Fonds Wetenschappelijk Onderzoek · Universiteit Gent · Universität Basel · Agentschap Innoveren en Ondernemen · Bijzonder Onderzoeksfonds UGent

References (100+)

Show source-provided references
1. Soutis · Prog. Aerosp. Sci. · 2005 · 41 · 14310.1016/j.paerosci.2005.02.004 ↗
2. Kesarwani · Int. J. Eng. Res. · 2017 · 6 · 518
3. H.Ahmad , A.Markina , M.Porotnikov and F.Ahmad
4. Wazeer · Green Energy Intell. Transp. · 2022 · 100043
5. Hiremath · Composites, Part B · 2020 · 198 · 10815610.1016/j.compositesb.2020.108156 ↗
6. Luo · Renewable Energy · 2022 · 201 · 116310.1016/j.renene.2022.11.063 ↗
7. Petrou · J. Bridge Eng. · 2008 · 13 · 45510.1061/(ASCE)1084-0702(2008)13:5(455) ↗
8. Liu · Polymers · 2015 · 7 · 207810.3390/polym7101501 ↗
9. He · Int. J. Hydrogen Energy · 2016 · 41 · 1581210.1016/j.ijhydene.2016.04.184 ↗
10. Qureshi · Fibers · 2022 · 10 · 2710.3390/fib10030027 ↗
11. Yu · Adv. Funct. Mater. · 2016 · 26 · 609810.1002/adfm.201602056 ↗
12. Schilling · Compos. Sci. Technol. · 2005 · 65 · 207110.1016/j.compscitech.2005.05.014 ↗
13. Zrida · Int. J. Fatigue · 2017 · 94 · 12110.1016/j.ijfatigue.2016.09.017 ↗
14. Stock · Int. Mater. Rev. · 1999 · 44 · 14110.1179/095066099101528261 ↗
15. Yu · Philos. Trans. R. Soc., A · 2016 · 374 · 2016003710.1098/rsta.2016.0037 ↗
16. S.Carmignato , W.Dewulf and R.Leach , Industrial X-ray computed tomography , Springer , 2018 , vol. 1010.1007/978-3-319-59573-3 ↗
17. K.Orhan , et al. , Micro-computed Tomography (micro-CT) in Medicine and Engineering , Springer technical report , 202010.1007/978-3-030-16641-0 ↗
18. Garcea · Compos. Sci. Technol. · 2018 · 156 · 30510.1016/j.compscitech.2017.10.023 ↗
19. Withers · Annu. Rev. Mater. Res. · 2012 · 42 · 8110.1146/annurev-matsci-070511-155111 ↗
20. Moffat · Scr. Mater. · 2008 · 59 · 104310.1016/j.scriptamat.2008.07.034 ↗
21. Scott · Compos. Sci. Technol. · 2011 · 71 · 147110.1016/j.compscitech.2011.06.004 ↗
22. Wang · Compos. Struct. · 2017 · 160 · 91710.1016/j.compstruct.2016.10.124 ↗
23. Bull · Composites, Part A · 2013 · 52 · 6210.1016/j.compositesa.2013.05.003 ↗
24. Symons · Compos. Sci. Technol. · 2000 · 60 · 39110.1016/S0266-3538(99)00139-6 ↗
25. Yu · Composites, Part A · 2015 · 77 · 3710.1016/j.compositesa.2015.06.013 ↗
26. Cosmi · Compos. Sci. Technol. · 2013 · 79 · 7010.1016/j.compscitech.2013.02.008 ↗
27. Sisodia · Compos. Sci. Technol. · 2016 · 131 · 1210.1016/j.compscitech.2016.05.010 ↗
28. Vilà · Compos. Sci. Technol. · 2015 · 119 · 1210.1016/j.compscitech.2015.09.016 ↗
29. Jumahat · Compos. Struct. · 2010 · 92 · 29510.1016/j.compstruct.2009.08.010 ↗
30. Requena · Composites, Part A · 2009 · 40 · 15210.1016/j.compositesa.2008.10.014 ↗
31. Y.Wang , S. C.Garcea and P. J.Withers , 7.6 Computed tomography of composites , 2018
32. Djukic · Appl. Compos. Mater. · 2013 · 20 · 121510.1007/s10443-013-9326-7 ↗
33. Spearing · Compos. Sci. Technol. · 1992 · 44 · 15910.1016/0266-3538(92)90109-G ↗
34. Garcea · Compos. Sci. Technol. · 2015 · 109 · 3210.1016/j.compscitech.2015.01.012 ↗
35. O. C.Zienkiewicz , R. L.Taylor and J. Z.Zhu , The finite element method: its basis and fundamentals , Elsevier , 2005
36. Sinchuk · Materials · 2020 · 13 · 93610.3390/ma13040936 ↗
37. Thompson · Int. J. Solids Struct. · 2018 · 154 · 10410.1016/j.ijsolstr.2017.06.027 ↗
38. Nikishkov · Adv. Eng. Softw. · 2013 · 58 · 3510.1016/j.advengsoft.2013.01.002 ↗
39. Badel · Compos. Sci. Technol. · 2008 · 68 · 243310.1016/j.compscitech.2008.04.038 ↗
40. Li · Compos. Struct. · 2017 · 176 · 4310.1016/j.compstruct.2017.04.067 ↗
41. Ali · J. Nucl. Mater. · 2009 · 383 · 24710.1016/j.jnucmat.2008.09.020 ↗
42. Naouar · Compos. Struct. · 2015 · 132 · 109410.1016/j.compstruct.2015.07.005 ↗
43. Böhm · Compos. Sci. Technol. · 2015 · 110 · 6210.1016/j.compscitech.2015.01.020 ↗
44. Djukic · Composites, Part A · 2009 · 40 · 55310.1016/j.compositesa.2008.12.016 ↗
45. Hainfeld · Br. J. Radiol. · 2006 · 79 · 24810.1259/bjr/13169882 ↗
46. Cai · Adv. Funct. Mater. · 2024 · 240619210.1002/adfm.202406192 ↗
47. Bonitatibus Jr. · Chem. Commun. · 2010 · 46 · 895610.1039/c0cc03302b ↗
48. Oh · J. Am. Chem. Soc. · 2011 · 133 · 550810.1021/ja200120k ↗
49. Jakhmola · Biomaterials · 2014 · 35 · 298110.1016/j.biomaterials.2013.12.032 ↗
50. Wen · Adv. Mater. · 2016 · 28 · 507210.1002/adma.201506428 ↗
51. Rabin · Nat. Mater. · 2006 · 5 · 11810.1038/nmat1571 ↗
52. Ai · Adv. Mater. · 2011 · 42 · 488610.1002/adma.201103289 ↗
53. McGinnity · Nanoscale · 2016 · 8 · 1362710.1039/C6NR03217F ↗
54. Ostadhossein · Nanoscale Horiz. · 2022 · 7 · 53310.1039/D1NH00626F ↗
55. Li · Biomaterials · 2020 · 226 · 11953810.1016/j.biomaterials.2019.119538 ↗
56. Deblock · Chem. Mater. · 2023 · 35 · 888310.1021/acs.chemmater.3c01324 ↗
57. Goossens · Small Methods · 2024 · 230149910.1002/smtd.202301499 ↗
58. De Roo · J. Am. Chem. Soc. · 2014 · 136 · 965010.1021/ja5032979 ↗
59. Van den Eynden · Chem. Rev. · 2022 · 122 · 1053810.1021/acs.chemrev.1c01008 ↗
60. Goossens · J. Am. Chem. Soc. · 2024 · 146 · 1072310.1021/jacs.4c00678 ↗
61. Hens · Chem. Mater. · 2013 · 25 · 121110.1021/cm303361s ↗
62. De Roo · Chem. Mater. · 2018 · 30 · 548510.1021/acs.chemmater.8b02523 ↗
63. Hens · Acc. Chem. Res. · 2023 · 4290
64. Masschaele · J. Phys.: Conf. Ser. · 2013 · 012012
65. O.Brunke , E.Neuser and A.Suppes , Internal Symposium on Digital Industrial Radiology and Computed Tomography , Berlin, Germany , 2011 , pp. 20–22
66. J.Bai , Advanced fibre-reinforced polymer (FRP) composites for structural applications , Woodhead Publishing , 2022
67. Nikforooz · Compos. Sci. Technol. · 2024 · 11048810.1016/j.compscitech.2024.110488 ↗
68. A. T.Akinola , Fatigue performance of glass/epoxy nanocomposites for wind turbine blades , 2010
69. Dümichen · Thermochim. Acta · 2015 · 616 · 4910.1016/j.tca.2015.08.008 ↗
70. Buggisch · Composites, Part C · 2021 · 6 · 100191
71. van der Heijden · Compos. Sci. Technol. · 2014 · 104 · 6610.1016/j.compscitech.2014.09.005 ↗
72. Kovalenko · ACS Nano · 2015 · 9 · 101210.1021/nn506223h ↗
73. Yamashita · Chem. – Eur. J. · 2022 · 28 · e20220156010.1002/chem.202201560 ↗
74. Kango · Prog. Polym. Sci. · 2013 · 38 · 123210.1016/j.progpolymsci.2013.02.003 ↗
75. Fu · Nano Mater. Sci. · 2019 · 1 · 210.1016/j.nanoms.2019.02.006 ↗
76. Reynaud · Polymer · 2001 · 42 · 875910.1016/S0032-3861(01)00446-3 ↗
77. Lee · J. Mater. Chem. · 2008 · 18 · 175110.1039/b715338d ↗
78. Sabzi · Prog. Org. Coat. · 2009 · 65 · 22210.1016/j.porgcoat.2008.11.006 ↗
79. Fritzinger · J. Am. Chem. Soc. · 2010 · 132 · 1019510.1021/ja104351q ↗
80. De Roo · Angew. Chem., Int. Ed. · 2015 · 54 · 648810.1002/anie.201500965 ↗
81. Garnweitner · Small · 2007 · 3 · 162610.1002/smll.200700075 ↗
82. Deblock · JACS Au · 2022 · 2 · 71110.1021/jacsau.1c00565 ↗
83. Gomes · J. Phys. Chem. Lett. · 2011 · 2 · 14510.1021/jz1016729 ↗
84. De Roo · Chem. Mater. · 2018 · 30 · 803410.1021/acs.chemmater.8b03768 ↗
85. Dhaene · Chem. Mater. · 2023 · 35 · 55810.1021/acs.chemmater.2c02989 ↗
86. Okada · ChemistrySelect · 2018 · 3 · 845810.1002/slct.201801416 ↗
87. Guénin · J. Nanopart. Res. · 2014 · 16 · 110.1007/s11051-014-2596-7 ↗
88. Hossain · Chem. – Eur. J. · 2021 · 27 · 1794110.1002/chem.202103354 ↗
89. Rijckaert · Materials · 2018 · 11 · 106610.3390/ma11071066 ↗
90. M.Egorov , S.Aoun , M.Padrines , F.Redini , D.Heymann , J.Lebreton and M.Mathé-Allainmat , A One-Pot Synthesis of 1-Hydroxy-1, 1-bis (phosphonic acid) s Starting from the Corresponding Carboxylic Acids , 2011
91. De Roo · Dalton Trans. · 2016 · 45 · 1327710.1039/C6DT02410F ↗
92. Ondreas · Macromolecules · 2019 · 52 · 625010.1021/acs.macromol.9b01197 ↗
93. Ash · Polym. Compos. · 2002 · 23 · 101410.1002/pc.10497 ↗
94. Jouault · Polymer · 2012 · 53 · 76110.1016/j.polymer.2011.12.001 ↗
95. Lv · J. Appl. Polym. Sci. · 2018 · 135 · 4644610.1002/app.46446 ↗
96. Zewde · J. Mater. Sci. · 2016 · 51 · 931410.1007/s10853-016-0179-y ↗
97. Pötschke · Compos. Interfaces · 2003 · 10 · 38910.1163/156855403771953650 ↗
98. Coleman · Carbon · 2006 · 44 · 162410.1016/j.carbon.2006.02.038 ↗
99. Wang · Composites, Part A · 2004 · 35 · 122510.1016/j.compositesa.2003.09.029 ↗
100. Bianchi · J. Appl. Polym. Sci. · 2024 · 141 · e5482110.1002/app.54821 ↗