Skip to main content

Thank you for visiting nature.com. You are using a browser version with limited support for CSS. To obtain the best experience, we recommend you use a more up to date browser (or turn off compatibility mode in Internet Explorer). In the meantime, to ensure continued support, we are displaying the site without styles and JavaScript.

  • Note
  • Published:

Vibration-based detection of spalling initiation in polymer composites using a custom ball-on-disc tribometer

Abstract

We report a custom-designed ball-on-disc tribometer that enables quantitative detection of the onset of surface damage in polymer composites under continuous sliding contact. Conventional tribometers primarily monitor friction coefficients; however, they often fail to detect the precise initiation of surface damage. In contrast, the system developed in this study continuously monitors vibration signals during sliding and identifies the initiation of surface damage—such as crack formation and material detachment—as a sudden and pronounced increase in the vibration signal. Optical microscopy confirms that this abrupt increase in vibration coincides with the onset of spalling and surface cracking. Using this approach, we quantitatively evaluated the effects of the glass-fiber (GF) content and surface roughness on the damage onset time in GF-reinforced polyamide 66 composites. The proposed methodology provides a sensitive and robust tool for characterizing early-stage spalling in polymer composites under continuous sliding contact.

This is a preview of subscription content, access via your institution

Access options

Buy this article

USD 39.95

Prices may be subject to local taxes which are calculated during checkout

Fig. 1
The alternative text for this image may have been generated using AI.
Fig. 2
The alternative text for this image may have been generated using AI.
Fig. 3
The alternative text for this image may have been generated using AI.

References

  1. Senthilvelan S, Gnanamoorthy R. Effect of rotational speed on the performance of unreinforced and glass fiber reinforced Nylon 6 spur gears. Mater Des. 2007;28:765–72.

    Article  CAS  Google Scholar 

  2. Mao K, Greenwood D, Ramakrishnan R, GoodShip V, Shrouti C, Chetwynd D. Langlois P. The wear resistance improvement of fibre reinforced polymer composite gears. Wear. 2019;426-427:1033–39.

    Article  CAS  Google Scholar 

  3. Kiyota H, Hiramoto T, Kubota A. Development of plastic materials for reduction gears in electric power steering systems. Motion Control. 2025;36:38–46.

    Google Scholar 

  4. Kim HG, Lee WJ, Seo ⅡT. Durability characteristics analysis of plastic worm wheel with glass fiber reinforced polyamide. Materials. 2013;6:1873–90.

    Article  CAS  PubMed  PubMed Central  Google Scholar 

  5. Kim SH. Worm gear efficiency model considering misalignment in electric power steering systems. Mech Sci. 2018;9:201–10.

    Article  Google Scholar 

  6. Murakami T, Takajo T Research work for the improvement of the durability of glass fiber-reinforced nylon 66 by modifying the glass fiber diameter. SAE Technical Paper. 2006;32 https://doi.org/10.4271/2006-32-0032.

  7. Schroeder R, Torres WF, Binder C, Klein NA, Mello BDJ. Failure mode in sliding wear PEEK based composites. Wear. 2013;301:717–26.

    Article  CAS  Google Scholar 

  8. Karatas AM. Investigation of friction performance and surface integrity of aramid fiber-reinforced polymer matrix composite. Polym Compos. 2021;42:6349–61.

    Article  Google Scholar 

  9. Hosseini MS, Stolaski AT. Phenomenology of surface failure of poly(methyl methacrylate) resulting from rolling contact Fatigue. J Appl Polym Sci. 1995;56:311–16.

    Article  CAS  Google Scholar 

  10. Harrass M, Friedrich K, Alamajid AA. Tribological behavior of selected engineering polymers under rolling contact. Tribol Int. 2010;43:635–46.

    Article  CAS  Google Scholar 

  11. Avanzini A, Donzella, Mazzu A, Petrogalli C. Wear and rolling contact fatigue of PEEK and PEEK composites. Tribol Int. 2013;57:22–30.

    Article  CAS  Google Scholar 

  12. Kukureka NS, Chen KY, Hooke JC, Lio P. The wear mechanisms of acetal in unlubricated rolling-sliding contact. Wear. 1995;185:1–8.

    Article  CAS  Google Scholar 

  13. Ueda T, Mitamura N. Mechanism of dent initiated flaking and bearing life enhancement technology under contaminated lubrication condition: Part I: Effect of tangential force on dent initiated flaking. Tribol Int. 2008;41:965–74.

    Article  CAS  Google Scholar 

  14. Yazid MII, Komata H, Hashimoto S, Ueda K. An experimental study of surface damage on rolling bearings in low lambda conditions. Tribol Online. 2023;18:1–9.

    Article  Google Scholar 

  15. Xia Z, Wu D, Zhang X, Wang J, Han E. Rolling contact fatigue failure mechanism of bearing steel on different surface roughness levels under heavy load. Int J Fatigue. 2024;179:108042.

    Article  CAS  Google Scholar 

  16. Komata H, Hashimoto S, Doshida T, Uchida H, Ueda K. Spalling life prediction for rolling bearings using a model with stress intensity factor and statistical evaluation of non-metallic inclusions. Tribol Online. 2024;19:547–59.

    Article  Google Scholar 

  17. Farahani FM, Bagheri R. Morphology and stress whitening in polypropylene at various strain rates. Polym Bull. 2023;80:9465–77.

    Article  CAS  Google Scholar 

Download references

Author information

Authors and Affiliations

Authors

Corresponding authors

Correspondence to Takayuki Hiramoto or Kenji Urayama.

Ethics declarations

Conflict of interest

The authors declare no competing interests.

Additional information

Publisher’s note Springer Nature remains neutral with regard to jurisdictional claims in published maps and institutional affiliations.

Rights and permissions

Reprints and permissions

About this article

Check for updates. Verify currency and authenticity via CrossMark

Cite this article

Hiramoto, T., Murakami, T., Yokoyama, K. et al. Vibration-based detection of spalling initiation in polymer composites using a custom ball-on-disc tribometer. Polym J (2026). https://doi.org/10.1038/s41428-026-01200-6

Download citation

  • Received:

  • Revised:

  • Accepted:

  • Published:

  • Version of record:

  • DOI: https://doi.org/10.1038/s41428-026-01200-6

Search

Quick links