Abstract
The microscopic topography of tooth surface affects the nonlinear dynamic characteristics of the gear system. However, few studies have fully taken into account the effects of microscopic topography on time-varying meshing stiffness (TVMS) and backlash in gear dynamics. In this context, this study derives TVMS and time-varying backlash with fractal characteristics based on fractal theory and introduced them into a 6-DOF nonlinear dynamic model. With various nonlinear dynamics analysis tools, the dynamic characteristics of the gear system under different fractal parameters are investigated. The results indicate that the increase in the fractal dimension or the decrease in the characteristic scale coefficient leads to a smoother tooth surface, larger TVMS, and smaller amplitude of backlash. The effect of fractal dimension is more sensitive than characteristic scale coefficient. Furthermore, in the low-speed region, the increase in fractal dimension has a positive effect on the dynamic response of the system and can reduce the amplitude of dynamic transmission error. In the high-speed region, the opposite is true. It is worth pointing out that the influence of fractal dimension on gear dynamic characteristics is nonlinear. Considering the machining cost and dynamic response of gear, the fractal dimension of 1.5 is the best choice. The influence of characteristic scale coefficient on system dynamics is similar to that of fractal dimension, but the intensity is much weaker.
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The authors declare that the data supporting the findings of this study are available within the article.
References
Özgüven, H.N., Houser, D.R.: Mathematical models used in gear dynamics—a review. J. Sound Vib. 121(3), 383–411 (1988). https://doi.org/10.1016/S0022-460X(88)80365-1
Korka, Z.: An overview of mathematical models used in gear dynamics. Rom. J. Acoust. Vib. 4, 43–50 (2007)
Bruzzone, F., Rosso, C.: Sources of excitation and models for cylindrical gear dynamics: a review. Machines 8(3), 37 (2020)
Tuplin, W.A., Broghamer, E.L.: Gear load capacity. J. Appl. Mech. (1963). https://doi.org/10.1115/1.3636605
Kahraman, A., Singh, R.: Interactions between time-varying mesh stiffness and clearance non-linearities in a geared system. J. Sound Vib. 146(1), 135–156 (1991)
Wei, S., Han, Q.K., Dong, X.J., Peng, Z.K., Chu, F.L.: Dynamic response of a single-mesh gear system with periodic mesh stiffness and backlash nonlinearity under uncertainty. Nonlinear Dyn. 89, 49–60 (2017). https://doi.org/10.1007/s11071-017-3435-z
Tian, G., Gao, Z., Liu, P., Bian, Y.: Dynamic modeling and stability analysis for a spur gear system considering gear backlash and bearing clearance. Machines 10, 439 (2022). https://doi.org/10.3390/machines10060439
Park, C.: il: Dynamic behavior of the spur gear system with time varying stiffness by gear positions in the backlash. J. Mech. Sci. Technol. 34, 565–572 (2020). https://doi.org/10.1007/s12206-020-0104-9
Xia, Y., Wan, Y., Liu, Z.: Bifurcation and chaos analysis for a spur gear pair system with friction. J. Braz. Soc. Mech. Sci. Eng. (2018). https://doi.org/10.1007/s40430-018-1443-7
Kahraman, A., Singh, R.: Non-linear dynamics of a spur gear pair. J. Sound Vib. 142(1), 49–75 (1990)
Comparin, R.J., Singh, R.: Non-linear frequency response characteristics of an impact pair. J. Sound Vib. (1989). https://doi.org/10.1016/0022-460X(89)90652-4
Ichimaru, K., Hirano, F.: Dynamic behavior of heavy-loaded spur gears. J. Manuf. Sci. Eng. Trans. ASME. (1974). https://doi.org/10.1115/1.3438339
Lu, J.W., Chen, H., Zeng, F.L., Vakakis, A.F., Bergman, L.A.: Influence of system parameters on dynamic behavior of gear pair with stochastic backlash. Meccanica 49, 429–440 (2014). https://doi.org/10.1007/s11012-013-9803-y
Wen, Y., Yang, J., Wang, S.: Random dynamics of a nonlinear spur gear pair in probabilistic domain. J. Sound Vib. 333, 5030–5041 (2014). https://doi.org/10.1016/j.jsv.2014.05.008
Shi, J.F., Gou, X.F., Zhu, L.Y.: Calculation of time-varying backlash for an involute spur gear pair. Mech. Mach. Theory. (2020). https://doi.org/10.1016/j.mechmachtheory.2020.103956
Margielewicz, J., Gąska, D., Litak, G.: Modelling of the gear backlash. Nonlinear Dyn. 97, 355–368 (2019). https://doi.org/10.1007/s11071-019-04973-z
Yang, D.C.H., Lin, J.Y.: Hertzian damping, tooth friction and bending elasticity in gear impact dynamics. J. Mech. Des. Trans. ASME (1987). https://doi.org/10.1115/1.3267437
Liang, X., Zuo, M.J., Pandey, M.: Analytically evaluating the influence of crack on the mesh stiffness of a planetary gear set. Mech. Mach. Theory. 76, 20–38 (2014). https://doi.org/10.1016/j.mechmachtheory.2014.02.001
Luo, Y., Baddour, N., Liang, M.: A shape-independent approach to modelling gear tooth spalls for time varying mesh stiffness evaluation of a spur gear pair. Mech. Syst. Signal Process. 120, 836–852 (2019). https://doi.org/10.1016/j.ymssp.2018.11.008
Chen, T., Wang, Y., Chen, Z.: A novel distribution model of multiple teeth pits for evaluating time-varying mesh stiffness of external spur gears. Mech. Syst. Signal Process. 129, 479–501 (2019). https://doi.org/10.1016/j.ymssp.2019.04.029
Wang, G., Luo, Q., Zou, S.: Time-varying meshing stiffness calculation of an internal gear pair with small tooth number difference by considering the multi-tooth contact problem. J. Mech. Sci. Technol. 35, 4073–4083 (2021). https://doi.org/10.1007/s12206-021-0819-2
Berry, M.V., Lewis, Z.V.: On the Weierstrass–Mandelbrot fractal function. Proc. R. Soc. Lond. A Math. Phys. Sci. (1980). https://doi.org/10.1098/rspa.1980.0044
Ausloos, M., Berman, D.H.: A multivariate Weierstrass-Mandelbrot function. Proc. R. Soc. Lond. A Math. Phys. Sci. (1985). https://doi.org/10.1098/rspa.1985.0083
Majumdar, A., Bhushan, B.: Role of fractal geometry in roughness characterization and contact mechanics of surfaces. J. Tribol. (1990). https://doi.org/10.1115/1.2920243
Majumdar, A., Bhushan, B.: Fractal model of elastic–plastic contact between rough surfaces. J. Tribol. 113(1), 1–11 (1991)
Sparrow, C., Mandelbrot, B.: The fractal geometry of nature. J. R. Stat. Soc. Ser. A. (1984). https://doi.org/10.2307/2981858
Chen, Q., Ma, Y., Huang, S., Zhai, H.: Research on gears’ dynamic performance influenced by gear backlash based on fractal theory. Appl. Surf. Sci. 313, 325–332 (2014). https://doi.org/10.1016/j.apsusc.2014.05.210
Chen, Q., Zhou, J., Khushnood, A., Wu, Y., Zhang, Y.: Modelling and nonlinear dynamic behavior of a geared rotor-bearing system using tooth surface microscopic features based on fractal theory. AIP Adv. (2019). https://doi.org/10.1063/1.5055907
Chen, Q., Wang, Y., Tian, W., Wu, Y., Chen, Y.: An improved nonlinear dynamic model of gear pair with tooth surface microscopic features. Nonlinear Dyn. (2019). https://doi.org/10.1007/s11071-019-04874-1
Li, Z., Peng, Z.: Nonlinear dynamic response of a multi-degree of freedom gear system dynamic model coupled with tooth surface characters: a case study on coal cutters. Nonlinear Dyn. 84, 271–286 (2016). https://doi.org/10.1007/s11071-015-2475-5
Huang, K., Cheng, Z., Xiong, Y., Han, G., Li, L.: Bifurcation and chaos analysis of a spur gear pair system with fractal gear backlash. Chaos Solitons Fractals. (2021). https://doi.org/10.1016/j.chaos.2020.110387
Yu, X., Sun, Y., Li, H., Wu, S.: Nonlinear characteristics of gear pair considering fractal surface dynamic contact as internal excitation. Int. J. Non Linear Mech. (2022). https://doi.org/10.1016/j.ijnonlinmec.2022.104027
Zhang, T., Liu, Z., Yang, C., Wang, Y., Liu, Q.: Study on gear contact stiffness and backlash of harmonic drive based on fractal theory. PREPRINT (Version 1) available at Research Square. (2021). https://doi.org/10.21203/rs.3.rs-652069/v1
Zhao, Z., Han, H., Wang, P., Ma, H., Zhang, S., Yang, Y.: An improved model for meshing characteristics analysis of spur gears considering fractal surface contact and friction. Mech. Mach. Theory. (2021). https://doi.org/10.1016/j.mechmachtheory.2020.104219
Liu, Z., Zhang, T., Zhao, Y., Bi, S.: Time-varying stiffness model of spur gear considering the effect of surface morphology characteristics. Proc. Inst. Mech. Eng. Part E J. Process Mech. Eng. 233, 242–253 (2019). https://doi.org/10.1177/0954408918775955
Mao, H., Sun, Y., Xu, T., Yu, G.: Numerical calculation method of meshing stiffness for the beveloid gear considering the effect of surface topography. Math. Probl. Eng. (2021). https://doi.org/10.1155/2021/8886792
Yang, W., Li, H., Dengqiu, M., Yongqiao, W., Jian, C.: Sliding friction contact stiffness model of involute Arc cylindrical gear based on fractal theory. Int. J. Eng. Trans. A 30, 109–119 (2017). https://doi.org/10.5829/idosi.ije.2017.30.01a.14
Yan, W., Komvopoulos, K.: Contact analysis of elastic-plastic fractal surfaces. J. Appl. Phys. 84, 3617–3624 (1998). https://doi.org/10.1063/1.368536
Lan, G., Sun, W., Zhang, X., Chen, Y., Tan, W., Li, X.: A three-dimensional fractal model of the normal contact characteristics of two contacting rough surfaces. AIP Adv. (2021). https://doi.org/10.1063/5.0045151
Liang, A., Bian, Y., Liu, G.: A three-dimensional fractal contact model for a rough friction surface with multiple-scale asperities. (2021). https://doi.org/10.21203/rs.3.rs-527873/v1
Li, G., Wang, Z.H., Zhu, W.D.: Prediction of surface wear of involute gears based on a modified fractal method. J. Tribol. (2019). https://doi.org/10.1115/1.4041587
Meng, F., Xia, H., Zhang, X., Wang, J.: A new tooth pitting modeling method based on matrix equation for evaluating time-varying mesh stiffness. Eng. Fail. Anal. 142, 106799 (2022). https://doi.org/10.1016/j.engfailanal.2022.106799
Gao, N., Wang, S., Bajwa, M.A.U.R.: Nonlinear dynamics of a spur gear pair with tooth root crack based on an amplitude modulation function. Eng. Comput. (Swansea Wales) 39, 1575–1596 (2022). https://doi.org/10.1108/EC-06-2020-0334
Qiao W., Zhang J.: Fractal modeling of gear tooth surface profile and research on meshing stiffness of planetary gear system with high-power density. IEEE. 251–255 (2021). https://doi.org/10.1109/ICMAE52228.2021.9522420
Zhao, Z., Yang, Y., Han, H., Ma, H., Wang, H., Li, Z.: Meshing characteristics of spur gears considering three-dimensional fractal rough surface under elastohydrodynamic lubrication. Mach. (Basel). 10, 705 (2022). https://doi.org/10.3390/machines10080705
Wei, B., Zhao, X., Wang, L., Hu, B., Yu, L., Tang, H.: Analysis of gear surface morphology based on gray level co-occurrence matrix and fractal dimension. PLoS ONE 14, e223825 (2019). https://doi.org/10.1371/journal.pone.0223825
Yu, G., Mao, H., Jiang, L., Liu, W., Valerii, T.: Fractal contact mechanics model for the rough surface of a beveloid gear with elliptical asperities. Appl. Sci. 12, 4071 (2022). https://doi.org/10.3390/app12084071
Funding
This work is supported in part by the National Natural Science Foundation of China (52175122 and 52075456), the Sichuan Science and Technology Program (2023NSFSC0362 and 2023NSFSC0371), and the Sichuan Province Innovative Talent Funding Project for Postdoctoral Fellows (BX202214).
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All authors contributed to the study conception and design. Material preparation, data collection and analysis were performed by HX, FSM and XZ. Review and editing were performed by XZ, JXW and YLJ. The first draft of the manuscript was written by HX and all authors commented on previous versions of the manuscript. All authors read and approved the final manuscript.
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Xia, H., Meng, F., Zhang, X. et al. Nonlinear dynamics analysis of gear system considering time-varying meshing stiffness and backlash with fractal characteristics. Nonlinear Dyn 111, 14851–14877 (2023). https://doi.org/10.1007/s11071-023-08649-7
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DOI: https://doi.org/10.1007/s11071-023-08649-7