journal article·2021-05-25Open access

Empirical Models for the Viscoelastic Complex Modulus with an Application to Rubber Friction

Marco Furlan Tassara, Kyriakos Grigoriadis, Georgios Mavros

Applied Sciences· Volume 11· Issue 11

Abstract

Up-to-date predictive rubber friction models require viscoelastic modulus information; thus, the accurate representation of storage and loss modulus components is fundamental. This study presents two separate empirical formulations for the complex moduli of viscoelastic materials such as rubber. The majority of complex modulus models found in the literature are based on tabulated dynamic testing data. A wide range of experimentally obtained rubber moduli are used in this study, such as SBR (styrene-butadiene rubber), reinforced SBR with filler particles and typical passenger car tyre rubber. The proposed formulations offer significantly faster computation times compared to tabulated/interpolated data and an accurate reconstruction of the viscoelastic frequency response. They also link the model coefficients with critical sections of the data, such as the gradient of the slope in the storage modulus, or the peak values in loss tangent and loss modulus. One of the models is based on piecewise polynomial fitting and offers versatility by increasing the number of polynomial functions used to achieve better fitting, but with additional pre-processing time. The other model uses a pair of logistic-bell functions and provides a robust fitting capability and the fastest identification, as it requires a reduced number of parameters. Both models offer good correlations with measured data, and their computational efficiency was demonstrated via implementation in Persson’s friction model.
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Research context

OpenAlex topics: Adhesion, Friction, and Surface Interactions · Gear and Bearing Dynamics Analysis · Tribology and Lubrication Engineering

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

Affiliations

Department of Aeronautical and Automotive Engineering, Loughborough University, Loughborough LE11 3TU, UK

References (39)

Show source-provided references
1. Ward, I.M., and Sweeney, J. (2004). The Mechanical Properties of Solid Polymers, John Wiley & Sons. [2nd ed.].
2. Use of viscoelastic dampers in reducing wind-and earthquake-induced motion of building structures10.1016/0141-0296(95)00034-5 ↗
3. On challenges in structural analysis of rubber components: Frictional contact10.1177/00952443070067387 ↗
4. Selig, M. (2014). The Influence of Internal Tyre Pressure on Road Friction. [Ph.D. Thesis, University of Huddersfield].
5. Roylance, D. (2001). Engineering Viscoelasticity, Department of Materials Science and Engineering, Massachusetts Institute of Technology.
6. Mechanical behavior of rubber samples under relaxation
7. Multi-scale approach for frictional contact of elastomers on rough rigid surfaces10.1007/978-3-642-10657-6_3 ↗
8. Xu, Q., and Engquist, B. (2014). A mathematical and physical model improves accuracy in simulating solid material relaxation modulus and viscoelastic responses. arXiv.
9. Genovese, A., Carputo, F., Maiorano, A., Timpone, F., Farroni, F., and Sakhnevych, A. (2020). Study on the Generalized Formulations with the Aim to Reproduce the Viscoelastic Dynamic Behavior of Polymers. Appl. Sci., 10.10.3390/app10072321 ↗
10. The relation between the friction and visco-elastic properties of rubber10.1098/rspa.1963.0112 ↗
11. Theory of rubber friction and contact mechanics10.1063/1.1388626 ↗
12. Chawla, K.K., and Meyers, M. (1999). Mechanical Behavior of Materials, Prentice Hall.
13. Rubber friction: Role of the flash temperature10.1088/0953-8984/18/32/025 ↗
14. Rubber Friction on Self-Affine Road Tracks10.5254/1.3547607 ↗
15. Tolpekina, T., Pyckhout-Hintzen, W., and Persson, B. (2019). Linear and nonlinear viscoelastic modulus of rubber. Lubricants, 7.10.3390/lubricants7030022 ↗
16. The temperature dependence of relaxation mechanisms in amorphous polymers and other glass-forming liquids10.1021/ja01619a008 ↗
17. Sliding friction characteristics of styrene butadiene rubbers with varied surface roughness under water lubrication10.1016/j.triboint.2019.01.015 ↗
18. Investigation of tribological behavior of Styrene-Butadiene Rubber compound on asphalt-like surfaces10.1016/j.triboint.2019.04.002 ↗
19. Adhesion, friction and viscoelastic properties for non-aged and aged Styrene Butadiene rubber10.1016/j.triboint.2018.01.037 ↗
20. Filler effects on temperature shift factors in viscoelastic properties of carbon black filled rubbers10.1678/rheology.41.137 ↗
21. Rubber friction on smooth surfaces10.1140/epje/i2006-10045-9 ↗
22. Hysteretic rubber friction: Application of Persson’s theories to Grosch’s experimental results10.1115/1.4028722 ↗
23. General theory of frictional heating with application to rubber friction10.1088/0953-8984/27/17/175008 ↗
24. Rubber friction, tread deformation and tire traction10.1016/j.wear.2008.02.016 ↗
25. Rubber friction on road surfaces: Experiment and theory for low sliding speeds10.1063/1.4919221 ↗
26. Rubber friction for tire tread compound on road surfaces10.1088/0953-8984/25/9/095007 ↗
27. Rubber friction and tire dynamics: A comparison of theory with experimental data10.2346/tire.14.420403 ↗
28. An interior trust region approach for nonlinear minimization subject to bounds10.1137/0806023 ↗
29. Sunish, V., and Taheri, S. (2018, January 18–21). Multiscale Modeling of Rubber Friction under dry/wet condition. Proceedings of the RPUG Conference 2018, Rapid City, SD, USA.
30. A new fractional derivative model for linearly viscoelastic materials and parameter identification via genetic algorithms10.1007/s00397-014-0758-2 ↗
31. On the theory of rubber friction10.1016/S0039-6028(98)00051-X ↗
32. Systematic analysis of Persson’s contact mechanics theory of randomly rough elastic surfaces10.1088/0953-8984/26/35/355002 ↗
33. A thermo-frictional tyre model including the effect of flash temperature10.1080/00423114.2018.1484147 ↗
34. Genovese, A., Farroni, F., Papangelo, A., and Ciavarella, M. (2019). A Discussion on Present Theories of Rubber Friction, with Particular Reference to Different Possible Choices of Arbitrary Roughness Cutoff Parameters. Lubricants, 7.10.3390/lubricants7100085 ↗
35. Rubber—Road contact: Comparison of physics-based theory and indoor experiments10.2346/tire.16.440303 ↗
36. Tolpekina, T., and Persson, B. (2019). Adhesion and friction for three tire tread compounds. Lubricants, 7.10.3390/lubricants7030020 ↗
37. Rubber friction on 3D-printed randomly rough surfaces at low and high sliding speeds10.1016/j.wear.2017.01.092 ↗
38. A simplified version of Persson’s multiscale theory for rubber friction due to viscoelastic losses10.1115/1.4036917 ↗
39. A new identification method of viscoelastic behavior: Application to the generalized Maxwell model10.1016/j.ymssp.2010.09.002 ↗