Abstract
This research examines the nonlinear dynamics of carbon nanotube-based nanobeams subjected to harmonic forcing, aiming to advance the design of high-performance athletic gear. The analysis accounts for geometric nonlinearities, damping from a viscoelastic substrate, and surface effects essential to creating lightweight yet robust components for items such as tennis rackets, golf clubs, and protective equipment. Given the elevated surface-to-volume ratio in nanomaterials, the study evaluates surface elasticity and residual stresses to improve shock absorption and energy dissipation. Equations of motion are formulated based on Euler–Bernoulli beam theory, discretized through the Galerkin approach employing trigonometric modes, and resolved via the method of multiple scales. Critical factors, including viscoelastic damping factors, crystal directions ([100] and [111]), and nonlinear geometry, are assessed for their impact on the primary resonance curve. Findings reveal that strategic adjustment of these variables can profoundly modify the frequency-amplitude behavior, allowing customized rigidity and attenuation suited to sporting needs. This work establishes a basis for engineering advanced nanomaterials in sports, harnessing nonlinear vibrations to enhance functionality, longevity, and user protection.
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References
Li, Y., Habibi, M. & Bagheri, M. AI-driven prediction of linear and nonlinear buckling in nonuniform functionally graded micro-tubes for sports equipment in sports training. Adv. Nano Res. 17(6), 559–574. https://doi.org/10.12989/ANR.2024.17.6.559 (2024).
Cai, K. & Alizadeh, M. Nonlinear resonance and chaotic vibration behavior of composite components in high-performance sports equipment. Int. J. Mod. Phys. C https://doi.org/10.1142/S0129183125501396 (2025).
Zhou, L. et al. Nonlinear dynamic aeroacoustic performance of nanocomposite-enhanced composite structures for improving the stability of sport equipment: A machine learning approach for result verification. Int. J. Struct. Stab. Dyn. https://doi.org/10.1142/S0219455426503311 (2025).
Yao, S. & Zhao, L. Nonlinear vibration of multi-walled carbon nanotubes under thermo-magnetic fields for smart sports equipment: Effects of nonlinear foundation and energy dissipation. Int. J. Mod. Phys. C https://doi.org/10.1142/S0129183125501438 (2025).
Keshavarzpour, H. Three-dimensional vibration analysis of functionally graded graphene origami-enabled auxetic metamaterial circular plates. J. Sandw. Struct. Mater. 27(6), 1271–1295. https://doi.org/10.1177/10996362251338894 (2025).
Azarboni, H. R. et al. Chaotic dynamics and primary resonance analysis of a curved carbon nanotube considering influence of thermal and magnetic fields. J. Braz. Soc. Mech. Sci. Eng. 41(7), 294. https://doi.org/10.1007/s40430-019-1795-7 (2019).
Azarboni, H. R. Magneto-thermal primary frequency response analysis of carbon nanotube considering surface effect under different boundary conditions. Compos. B Eng. 165(May 2018), 435–441. https://doi.org/10.1016/j.compositesb.2019.01.093 (2019).
Choudhary, M. et al. Contemporary review on carbon nanotube (CNT) composites and their impact on multifarious applications. Nanotechnol. Rev. 11(1), 2632–2660. https://doi.org/10.1515/ntrev-2022-0146 (2022).
Ferreira, F.V. et al. Synthesis, characterization, and applications of carbon nanotubes. In Carbon-Based Nanofillers and Their Rubber Nanocomposites, 1–45. (Elsevier, 2019) https://doi.org/10.1016/B978-0-12-813248-7.00001-8.
Qiu, H. & Yang, J. Structure and properties of carbon nanotubes. In Industrial Applications of Carbon Nanotubes 47–69 (Elsevier, 2017). https://doi.org/10.1016/B978-0-323-41481-4.00002-2.
Zhang, X. et al. Design of glass fiber reinforced plastics modified with CNT and pre-stretching fabric for potential sports instruments. Mater. Des. 92, 621–631. https://doi.org/10.1016/j.matdes.2015.12.051 (2016).
Feng, Z. et al. Free vibration analysis of hybrid CNT/GPL-reinforced porous composite plates under fluid-loading. Aerosp. Sci. Technol. https://doi.org/10.1016/j.ast.2024.109116 (2024).
Ramezannejad Azarboni, H. & Heidari, H. Nonlinear primary frequency response analysis of self-sustaining nanobeam considering surface elasticity. J. Appl. Comput. Mech. https://doi.org/10.22055/jacm.2020.33977.2317 (2020).
Rasheed, A. & Khalid, F. A. Fabrication and properties of CNTs reinforced polymeric matrix nanocomposites for sports applications. IOP Conf. Ser.: Mater. Sci. Eng. 60(1), 012009. https://doi.org/10.1088/1757-899X/60/1/012009 (2014).
Tang, J. et al. Flexible strain sensor based on CNT/TPU composite nanofiber yarn for smart sports bandage. Compos. Part B Eng. 232, 109605. https://doi.org/10.1016/j.compositesb.2021.109605 (2022).
Li, B. & Jing, H. Synergizing material chemistry and biomechanics for enhanced sports equipment: Optimization of carbon nanotubes/Mg nanocomposites. Sci. Adv. Mater. 15(11), 1454–1461. https://doi.org/10.1166/sam.2023.4583 (2023).
Gao, Y., Guo, W. & Baghaei, S. Ceramic based nanocomposites with alumina-carbon nanotube reinforcement for improved energy absorption in sports-related injuries: Microstructural analysis and low velocity impact. Ceram. Int. 50(7), 11129–11137. https://doi.org/10.1016/j.ceramint.2024.01.014 (2024).
Su, J. Optimizing mechanical properties of multi-walled carbon nanotube reinforced thermoplastic polyurethane composites for advanced athletic protective gear. Matéria (Rio de Janeiro) 29(2), e20240059. https://doi.org/10.1590/1517-7076-rmat-2024-0059 (2024).
Zhao, C. et al. Polyacrylonitrile/multi-walled carbon nanotubes/polyurethane electrospun nanofiber membranes for sports equipment. Adv. Compos. Hybrid Mater. 7(2), 44. https://doi.org/10.1007/s42114-024-00865-y (2024).
Zhang, Y. & Bagheri, M. Nonlinear free vibration impact on the smart small-scale thermo-mechanical sensors for monitoring the information in sports application. Steel Compos. Struct. 50(6), 609–625. https://doi.org/10.12989/SCS.2024.50.6.609 (2024).
Shao, R. et al. Flexible, reliable, and lightweight multiwalled carbon nanotube/polytetrafluoroethylene membranes with dual‐nanofibrous structure for outstanding EMI shielding and multifunctional applications. Small 20(24), 2308992. https://doi.org/10.1002/smll.202308992 (2024).
Guan, J. Influence of agglomeration and CNT waviness on the natural frequencies of porous multi-scale hybrid weightlifting sport annular plates. Arch. Appl. Mech. 95(7), 174. https://doi.org/10.1007/s00419-025-02874-9 (2025).
Marinca, B., Herisanu, N. & Marinca, V. Study on nonlinear vibration of carbon nanotube-reinforced composite beam using nonlocal beam theory in a complex environment. Appl. Sci. (Basel) https://doi.org/10.3390/app15126494 (2025).
Tao, H., Yang, Y. & Yaylaci, M. Nonlinear phase and group velocity analyses of hybrid nanocomposite-reinforced sports stadium roofs under aerodynamic pressures. Int. J. Struct. Stab. Dyn. https://doi.org/10.1142/S0219455427502531 (2026).
Wang, G.-F. & Feng, X.-Q. Effects of surface elasticity and residual surface tension on the natural frequency of microbeams. Appl. Phys. Lett. 90(23), 231904. https://doi.org/10.1063/1.2746950 (2007).
Wang, G. F. & Feng, X. Q. Effects of surface stresses on contact problems at nanoscale. J. Appl. Phys. 101(1), 013510. https://doi.org/10.1063/1.2405127 (2007).
Azarboni, H. R., Keshavarzpour, H. & Rahimzadeh, M. Nonlocal analysis of chaotic vibration, primary and super-harmonic resonance of single walled carbon nanotube considering thermal effects. Amirkabir J. Mech. Eng. 52(1), 233–248. https://doi.org/10.22060/mej.2018.13950.5761 (2020).
Gurtin, M. E., Weissmüller, J. & Larché, F. A general theory of curved deformable interfaces in solids at equilibrium. Philos. Mag. A 78(5), 1093–1109. https://doi.org/10.1080/01418619808239977 (1998).
Tian, L. & Rajapakse, R. K. N. D. Elastic field of an isotropic matrix with a nanoscale elliptical inhomogeneity. Int. J. Solids Struct. 44(24), 7988–8005. https://doi.org/10.1016/j.ijsolstr.2007.05.019 (2007).
Azarboni, H. R. & Keshavarzpour, H. Surface and magnetic field effects analysis on the primary and superharmonic resonance frequency response of single walled CNT. Modares Mech. Eng. 19(1), 1–9 (2019).
Nayfeh, A. H. & Mook, D. T. Nonlinear Oscillations. Ed by Nayfeh, A. H. & Mook, D. T. (Wiley-VCH Verlag GmbH, 1995). https://doi.org/10.1002/9783527617586.
Funding
This work was supported and funded by the Deanship of Scientific Research at Imam Mohammad Ibn Saud Islamic University (IMSIU) (grant number IMSIU-DDRSP2603).
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R.H.L. and M.S. prepared the initial draft; K.H and L.M. built models and collected data; S.I.A., R.H.L. and H.R. prepared figures; L.M., W.A. and R.K reviewed and modified the manuscript; K.H. and R.K. supervised the project; All authors reviewed the manuscript.
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Hadj Lajimi, R., Hajlaoui, K., Mostafa, L. et al. Nonlinear vibration behavior of self-sustaining CNT nanobeams under thermo-magnetic fields: surface energy insights for advanced sports applications. Sci Rep (2026). https://doi.org/10.1038/s41598-026-45044-9
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DOI: https://doi.org/10.1038/s41598-026-45044-9


