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Invited Review | Open Access

Modeling capillary pressure in dual-scale fibrous structures for resin transfer molding processing of composites: A brief review and perspective

School of Aerospace Engineering and Applied Mechanics, Tongji University, Shanghai 200092, P. R. China
Key Laboratory of AI-aided Airworthiness of Civil Aircraft Structures, Civil Aviation Administration, Tongji University, Shanghai 200092, P. R. China
Shanghai Institute of Aircraft Mechanics and Control, Shanghai 200092, P. R. China
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Abstract

Resin transfer molding has garnered significant attention for the development of high performance and complex structural composites. Capillary forces, driven by surface tension and fibre wettability, play a crucial role in the impregnation of fibres by resin flow. Capillary pressure is identified as a key factor in void formation and transport during the molding process. The influence of geometrical parameters on the capillary pressure is also examined. This review delves into the mechanism of capillary pressure, considering the effects of fibre arrangement and dual-scale pore structures during the resin transfer molding filling stage. The models incorporate fluid dynamics, surface tension and fibre wettability, and is validated by the wicking experiments. The recent works suggest that better control over capillary pressure during resin transfer molding processing can lead to improved filling uniformity, reduced void content, and enhanced mechanical properties of composite materials. The development of artificial intelligence assisted methods for capillary pressure assessment and control shows great potential for improving high-performance composite manufacturing.

References

 

Abaimov, S. G., Lebedev, O. V., Grishaev, V., et al. Edge flow profile under radial injection at constant pressure: Analytical predictions vs. experiment. Composite Structures, 2020, 242: 112101.

 

Ahn, K. J., Seferis, J. C., Berg, J. C. Simultaneous measurements of permeability and capillary pressure of thermosetting matrices in woven fabric reinforcements. Polymer Composites, 1991, 12(3): 146-152.

 

Alzahrani, M. K., Shapoval, A., Chen, Z., et al. MicroGraphNets: Automated characterization of the micro-scale wettability of porous media using graph neural networks. Capillarity, 2024, 12(3): 57-71.

 

Amico, S. C., Lekakou, C. Axial impregnation of a fiber bundle. Part 1: Capillary experiments. Polymer Composites, 2002, 23(2): 249-263.

 

Balbinot, C. A., Martoïa, F., Dumont, P. J., et al. In situ 3D observations of capillary-driven flows in parallel arrangements of rigid fibres using X-ray microtomography. Composites Part A: Applied Science and Manufacturing, 2022, 157: 106941.

 

Bayramli, E., Powell, R. The normal (transverse) impregnation of liquids into axially oriented fiber bundles. Journal of Colloid and Interface Science, 1990, 138(2): 346-353.

 

Caglar, B., Tekin, C., Karasu, F., et al. Assessment of capillary phenomena in liquid composite molding. Composites Part A: Applied Science and Manufacturing, 2019, 120: 73-83.

 

Cai, J., Zhao, J., Zhong, J., et al. Microfluidic experiments and numerical simulation methods of pore-scale multiphase flow. Capillarity, 2024, 12(1): 1-5.

 

Chen, Y., Jin, Z., Kang, W., et al. 3D printed bio-inspired self-similar carbon fiber reinforced composite sandwich structures for energy absorption. Composites Science and Technology, 2024, 248: 110453.

 

Chen, Y., Zhang, J., Li, Z., et al. Intelligent methods for optimization design of lightweight fiber-reinforced composite structures: A review and the-state-of-the-art. Frontiers in Materials, 2023a, 10: 1125328.

 

Chen, Y., Zhang, J., Li, Z., et al. Manufacturing technology of lightweight fiber-reinforced composite structures in aerospace: Current situation and toward intellectualization. Aerospace, 2023b, 10(3): 206.

 

Cui, J., Andrea, L. S., Jacob, F. Data-physics driven three-scale approach for ultra-fast resin transfer molding (UF-RTM). Computer Methods in Applied Mechanics and Engineering, 2024, 425: 116912.

 
Delgado, J. M., Lima, A. G., Santos, M. J. Transport Phenomena in Liquid Composite Molding Processes. Switzerland, Cham, Switzerland, Springer Nature Switzerland AG, 2019.
 

Duprat, C., Protière, S., Beebe, A., et al. Wetting of flexible fibre arrays. Nature, 2012, 482: 510-513.

 

Facciotto J., Zhao, J., Zhong, J., et al. Microfluidic experiments and numerical simulation methods of pore-scale multiphase flow. Capillarity, 2024, 12(1): 1-5.

 

Facciotto, S., Simacek, P., Advani, S. G., et al. Modeling of anisotropic dual scale flow in RTM using the finite elements method. Composites Part B: Engineering, 2021, 214: 108735.

 

Facciotto, S., Simacek, P., Advani, S. G. Modelling formation and evolution of voids in unsaturated dual scale preforms in Resin Transfer Molding processes. Composites Part A: Applied Science and Manufacturing, 2023, 173: 107675.

 

Fan, S., Zhang, J., Wang, B., et al. A deep learning method for fast predicting curing process-induced deformation of aeronautical composite structures. Composites Science and Technology, 2023, 232: 109884.

 
Foley, M. E. The Microflow Behavior and Interphase Characterization of Fiber-reinforced Polymer Composites. Newark, USA, Diss. U of Delaware, 2003.
 

Gambarini, G., Valdés-Alonzo, G., Binetruy, C., et al. Directional saturation of a strongly bimodal pore size distribution carbon interlock fabric: Measurement and multiphase flow modeling. Composites Part B: Engineering, 2024, 281: 111532.

 

He, X., Liu, Y., Wu, W. A general and efficient approach for the dual-scale infiltration flow balancing in in situ injection molding of continuous fiber reinforced thermoplastic composites. Polymers, 2021, 13(6): 2689.

 

He, Y., Li, Y., Hao, X., et al. Micro-flow sensor for continuous resin fluidity monitoring between fibers. Sensors and Actuators B: Chemical, 2019, 282: 177-186.

 

Hong, X., Wang, P., Yang, W., et al. A multiscale Bayesian method to quantify uncertainties in constitutive and microstructural parameters of 3D-printed composites. Journal of the Mechanics and Physics of Solids, 2024, 193: 105881.

 
JEC Observer. Overview of the global composites market 2022-2027. JEC Group 2023.
 

Jo, H., Bae, S., Hong, H. S., et al. Prediction of transverse permeability in representative volume elements with closely arranged fibers through the application of delaunay-triangulation and electrical-circuit analogy. Composite Structures, 2024, 334: 117984.

 

Lebel, F., Fanaei, A. E., Ruiz, É., et al. Experimental characterization by fluorescence of capillary flows in the fiber tows of engineering fabrics. Open Journal of Inorganic Non-metallic Materials, 2012, 2(3): 25-45.

 

Lebel, F., Fanaei, A. E., Ruiz, É., et al. Experimental characterization by fluorescence of capillary flows in dual-scale engineering fabrics. Textile Research Journal, 2013, 83(15): 1634-1659.

 

Lee, D. H., Lee, W. I, Kang, M. K. Analysis and minimization of void formation during resin transfer molding process. Composite Science Technology, 2006, 66(16): 3281-3289.

 

Li, H., Li, F., Zhu, L. Effect of resin-missing defects on tensile behavior of carbon fiber/epoxy composites. Polymers, 2024, 16(3): 348.

 

Lu, J., Jang, H., Lee, S. B., et al. Characterization on the anisotropic slip for flows over unidirectional fibrous porous media for advanced composites manufacturing. Composites Part A: Applied Science and Manufacturing, 2017, 100: 9-19.

 

Lu, M. M., Fuentes, C., Van Vuure, A. W. Moisture sorption and swelling of flax fibre and flax fibre composites. Composites Part B: Engineering, 2022, 231: 109538.

 

Lu, X., Ding, J., Peng, X., et al. A focused review of the draping process and its impact on the resin infusion in Liquid Composite Molding. Thin-Walled Structures, 2024, 205: 112362.

 

Kim, J. H., Kwon, D. J., Lim, C. S., et al. Interfacial adhesion evaluation via wettability for fiber reinforced polymer composites: A review. Composite Interfaces, 2022, 30(3): 283-299.

 

Mahmood, M. N., Nguyen, V., Guo, B. Challenges in mathematical modeling of dynamic mass transfer controlled by capillary and viscous forces in spontaneous fluid imbibition processes. Capillarity, 2024, 11(2): 53-62.

 

Matsuzaki, R., Seto, D., Naito, M., et al. Analytical prediction of void formation in geometrically anisotropic woven fabrics during resin transfer molding. Composite Science Technology, 2015, 107: 154-161.

 

Mendikute, J., Baskaran, M., Aretxabaleta, L., et al. Effect of voids on the impact properties of Non-Crimp Fabric Carbon/Epoxy laminates manufactured by Liquid Composite Moulding. Composite Structures, 2022, 297: 115922.

 

Minakov, A. V., Pryazhnikov, M. I., Neverov, A. L., et al. Wettability, interfacial tension, and capillary imbibition of nanomaterial-modified cross-linked gels for hydraulic fracturing. Capillarity, 2024, 12(2): 27-40.

 
Neacsu, V. Modeling and Measurement of Micro Flow in Dual Scale Porous Media. Newark, USA, Diss. U of Delaware, 2009.
 

Neacsu, V., Obaid, A. A., Advani, S. G. Spontaneous radial capillary impregnation across a bank of aligned micro-cylinders e part I: Theory and model development. International Journal of Multiphase Flow, 2006, 32(6): 661-676.

 

Park, C. H., Woo, L. S. Modeling void formation and unsaturated flow in liquid composite molding processes: A survey and review. Journal of Reinforced Plastics and Composites, 2011, 30(11): 957-977.

 

Patiño, I. D., Nieto-Londoño, C. Boundary element techniques for multiscale filling simulations in dual-scale fibrous reinforcements using two lumped approaches. Computational Mechanics, 2021, 68: 1223-1266.

 

Peng, Y., Li, M., Yang, X. Void formation and suppression in CFRP laminate using newly designed ultrasonic vibration assisted RTM technique. Composite Structures, 2024a, 329: 117796.

 

Peng, Y., Li, M., Yang, X. Micro-mesoscopic analysis of 3D void formation and evolution in CFRP composite using high-resolution x-ray microtomography. Polymer Composites, 2024b, 45(7): 6453-6466.

 

Pillai, K. M., Advani, S. G. Wicking across a Fiber-Bank. Journal of Colloid and Interface Science, 1996, 183(1): 100-110.

 

Pucci, M. F., Liotier, P. J., Drapier, S. Capillary wicking in a fibrous reinforcement-orthotropic issues to determine the capillary pressure components. Composites Part A: Applied Science and Manufacturing, 2015, 77: 133-141.

 

Ruiz, E., Achim, V., Soukane, S., et al. Optimization of injection flow rate to minimize micro/macro-voids formation in resin transfer molded composites. Composite Science Technology, 2006, 66(3): 475-486.

 

Sharma, S., Siginer, D. A., Dukipatti, R. K., et al. Effect of fiber sizing-test fluid interaction on the unsaturated and saturated flow in the VARTM process. Journal of Composite Materials, 2009, 43: 1589-1601.

 

Shen, H., Suzuki, A., Takata, N., et al. Elucidating dominant flow channel size for capillary performance of open-cell porous wicks. International Journal of Heat and Mass Transfer, 2024, 223: 125217.

 

Shevtsov, S., Zhilyaev, I., Chang, S., et al. Multi-criteria decision approach to design a vacuum infusion process layout providing the polymeric composite part quality. Polymers, 2022, 14(2): 313.

 

Trofimov, A., Tuloup, C., Le Pavic, et al. Multi-scale modeling of process-induced pressure distribution inside 3D woven composites manufactured using Resin Transfer Molding. Composites Part A: Applied Science and Manufacturing, 2023, 165: 107307.

 

Turner, J., Lippert, D., Seo, D., et al. Effect of wettability on the void formation during liquid infusion into fibers. Polymer Composite, 2024, 45: 14931-14942.

 

Verrey, J., Michaud, V., Manson, J. A. E. Dynamic capillary effects in liquid composite moulding with non-crimp fabrics. Composites Part A: Applied Science and Manufacturing, 2006, 37(1): 92-102.

 

Vilà, J., Sket, F., Wilde, F., et al. An in situ investigation of microscopic infusion and void transport during vacuum-assisted infiltration by means of X-ray computed tomography. Composite Science Technology, 2015, 119: 12-19.

 

Vo, H. N., Pucci, M. F., Corn, S., et al. Capillary wicking in bio-based reinforcements undergoing swelling-Dual scale consideration of porous medium. Composites Part A: Applied Science and Manufacturing, 2020, 134: 105893.

 

Wang, B., Fan, S., Chen, J., et al. A review on prediction and control of curing process-induced deformation of continuous fiber-reinforced thermosetting composite structures. Composites Part A: Applied Science and Manufacturing, 2022, 165: 107321.

 

Wang, J., Fuentes, C. A., Zhang, D., et al. Wettability of Carbon Fibres at Micro- and Mesoscales. Carbon, 2017, 120: 438–446.

 

Washburn, E. W. Note on a method of determining the distribution of pore sizes in a porous material. Proceedings of the National Academy of Sciences of the United States of America, 1921, 7(4): 115-116.

 

Willenbacher, B., May, D., Mitschang, P. Out-of-plane capillary pressure of technical textiles. Composites Part A: Applied Science and Manufacturing, 2019, 124: 105495.

 

Wu, D., Larsson, R., Rouhi, M. S. Modeling and experimental validation of the VARTM process for thin-walled preforms. Polymers, 2019, 11(12): 2003.

 

Xiao, Y., Xu, J., Wang, M., et al. Multiscale Model of the RTM Process: From Mesoscale Anisotropic Permeability of Woven Structures to Macroscale Resin Impregnation. Industrial and Engineering Chemistry Research, 2021, 60: 8269-8279.

 

Xu, X., Wei, K., Mei, M., et al. An ultrasound-assisted resin transfer molding to improve the impregnation and dual-scale flow for carbon fiber reinforced resin composites. Composites Science and Technology, 2024, 255: 110710.

 

Yeager, M., Hwang, W. R., Advani, S. G. Prediction of capillary pressure for resin flow between fibers. Composites Science and Technology, 2016, 126: 130-138.

 

Ying, Z., Chen, H., Wu, Z., et al. Multiscale analysis of carbon/carbon composite pores based on X-ray computed tomography. Journal of the European Ceramic Society, 2024, 173: 107675.

 

Yin, T., Li, Y., Yuan, B. The multi-scale flow behaviors of sisal fiber reinforced composites during resin transfer molding process. Science China Technological Sciences, 2018, 61: 1925-1934.

 

Zhai, C., Chen, Y., Zhao, Y., et al. A review on process parameter influence and optimization for 3D printing of fiber-reinforced thermoplastic composites. Journal of Reinforced Plastics and Composites, 2024, in press, https://doi.org/10.1177/07316844241273038.

 

Zhang, J., Yang, W., Li, Y. Process-dependent multiscale modeling for 3D printing of continuous fiber-reinforced composites. Additive Manufacturing, 2023, 73: 103680.

 

Zhou, Y., Guan, W., Zhao, C., et al. Numerical methods to simulate spontaneous imbibition in microscopic pore structures: A review. Capillarity, 2024, 11(1): 1-21.

Capillarity
Pages 60-67
Cite this article:
Deng Y, Chen Y, Zhi J, et al. Modeling capillary pressure in dual-scale fibrous structures for resin transfer molding processing of composites: A brief review and perspective. Capillarity, 2024, 13(3): 60-67. https://doi.org/10.46690/capi.2024.12.02

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Received: 28 September 2024
Revised: 25 October 2024
Accepted: 19 November 2024
Published: 24 November 2024
© The Author(s) 2024.

This article is distributed under the terms and conditions of the Creative Commons Attribution (CC BY-NC-ND) license, which permits unrestricted use, distribution, and reproduction in any medium, provided the original work is properly cited.

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