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Towards Automated Control of Fibre Volume Content in Wet Filament Winding through Sensor-Based Process Analysis

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Title: Towards Automated Control of Fibre Volume Content in Wet Filament Winding through Sensor-Based Process Analysis

Authors: Jannick Fuchs, Lukas Kneer, Jonathan Alms, Christian Hopmann

DOI:

Abstract: Type-IV hydrogen pressure vessels with an operating pressure of 70 MPa need to comply with a high safety factor of 2.0, a consequence of the high numbers of load cycles experienced over the product life cycle, and the statistical failure behaviour of carbon fibre reinforcement. In the field of wet filament winding, low viscosity thermoset matrices are utilised as a state-of-the-art material. However, it has been observed that these matrices can lead to variations in impregnation quality and inhomogeneous local fibre volume content in thick-walled laminates. The pressure gradient resulting from the applied fibre band tension exerts an outward force on the matrix during processing, thereby causing variations in the mechanical properties. The study presented here demonstrates a methodology for the capture of fibre band geometry within processing speeds of up to 2 m/s through the utilisation of a laser line sensor. This approach enables the assessment of resin loading from the wet filament winding process. A thermochemical and mechanical model is implemented for the purpose of predicting varying local fibre volume content for different filament winding process parameters. In conclusion, the validity of this model is confirmed through the extraction and subsequent image processing of microsections of the vessel laminate from the dome, transition and circumference areas. It has been demonstrated that fibre volume content can vary by up to 30 %, and the significant influence of the initial impregnation of the fibre band. The developed methodology has the potential to be utilised for the automated control of fibre volume content in the context of vessel manufacturing.

References: 1. United Nations, Uniform provisions concerning the approval of motor vehicles and their components with regard to the safety-related performance of hydrogen-fuelled vehicles (HFCV) UNECE/R134, 2015. 2. J. Zhang, G. Lin, U. Vaidya, and H. Wang, Past, present and future prospective of global carbon fibre composite developments and applications. Composite Part B: Engineering 250, 2023, 110463. https://doi.org/10.1016/j.compositesb.2022.110463 3. R. Santos, D. Vandepitte and D. Moens, Prediction of composite pressure vessels’ burst strength through machine learning, Composite Structures 351, 2025, 118617. https://doi.org/10.1016/j.compstruct.2024.118617 4. P. Aminharati, M. Shirinbayan, K. Benfriha, F. Meraghni and J. Fitoussim, AI-driven advances in composite materials for hydrogen storage vessels: A review, International Journal of Hydrogen Energy 171, 2025, 151288. https://doi.org/10.1016/j.ijhydene.2025.151288. 5. H. Faria, Analytical and Numerical Modelling of the Filament Winding Process, Dissertation, Porto, 2013 6. Ch. Hopmann, M. Magura, R. Müller, D. Schneider and K. Fischer, Impact of winding parameters on the fiber bandwidth in the cylindrical area of a hydrogen pressure vessel for generating a digital twin, Polymer Composites 43 (2022), p.1577-1598. 7. S.T. Peters, Composite Filament Winding, 1st ed. Materials Park, OH, USA: ASM International, 2011. 8. D. Cohen, Influence of filament winding parameters on composite vessel quality and strength, Composites Part A 28 (12), 1997, p.1035-1047. https://doi.org/10.1016/S1359835X(02)00209-9 9. A. Blachut, T. Wollmann, M. Panek, M. Vater, J. Kaleta, J. Detyna, S. Hoschützky and M. Gude, Influence of fiber tension during filament winding on the mechanical properties of composite pressure vessels, Composite Structures 304, 2023, 116337. https://doi.org/10.1016/j.compstruct.2022.116337. 10. A. Miaris, M. Paessler, R. Schledjewski and P. Mitschang, Modeling of the impregnation process of a siphon impregnation system during filament winding, ASME, Pressure Vessel and Piping Conference, 6, p.79-87, 2011. https://doi.org/10.1115/PVP2011-57543. 11. M. Yadav, N. P. Yelve, T. Gries and A. Tewari, Multiscale investigation of winding tension on porosity, misalignment, and mechanical performance of filament-wound CFRP composites, Composites Science and Technology 271, 2025, 111340. https://doi.org/10.1016/j.compscitech.2025.111340 12. J. Liang, L. Liu, Z. Qin, X. Zhao, Z. Li, U. Emmanuel and J. Feng, Experimental Study of Curing Temperature Effect on Mechanical Performance of Carbon Fiber Composites with Application to Filament Winding Pressure Vessels Design, Polymers 15, 2023, 982. https://doi.org/10.3390/polym15040982 13. B. Popiela, K. Kim, K.-L. Lee and J.-R. Lee, Impact of internal pressure regulation in filament winding on the quality of composite cyclinders: a study with pulse-echo ultrasonic propagation imaging, Advanced Composite Materials, 2025. https://doi.org/10.1080/09243046.2025.2547457. 14. J. Bear, Dynamics of Fluids in Porous Media, Dover Publications 1988, New York 15. M. Li, Y. Gu, Z. Zhang, Z. Sun, A simple Method for the Measurement of Compaction and Corresponding Transverse Permeability of Composite Prepregs, Journal of Polymer Composites, 28 (1), 2007, pp.61-70. 16. C. M. Ó Brádaigh, G. B. McGuiness, R. B. Pipes, Numerical Analysis of Stresses and Deformations in Composite Materials Sheet Forming: Central Indentation of a Circular Sheet, Journal of Composites Manufacturing, 4 (2), 1993, pp.67-83. 17. N. Lorenz, T. Zawadzki, L. Keller, J. Fuchs, K. Fischer, Ch. Hopmann, Characterization and modeling of an epoxy vitrimer based on disulfide exchange for wet filament winding applications, Polymer Enginnering and Science, Wiley, 64 (8), pp. 3682-3702, 2024. https://doi.org/10.1002/pen.26805. 18. S. Lee and G. S. Springer, Filament Winding Cylinders: I. Process Model, Journal of Composite Materials, 24, 1990, pp.1270-1298. 19. Z. Zhang, A. Salamatin, F. Peng, K. Kornev, Dip Coating of cylinders with Newtonian fluids, Journal of Colloid and Interface Science 607, 2022, pp. 502-513, https://doi.org/10.1016/j.jcis.2021.08.181.

Conference: SAMPE 2026

Publication Date: 2026/04/27

SKU: 197

Pages: 16

Price: $32.00

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