Skip to main content
Springer Nature Link
Log in

Experimental verification of the wavelet-based surface modeling method considering wear progression process

  • Original Article
  • Published:
Artificial Life and Robotics Aims and scope Submit manuscript

Abstract

Industrial technology has been significantly developed, and the high performance and precision machines are desired. Friction and wear are the important factors to achieve the development. Mechanical machines consisting of the parts have usually mating surfaces, and friction and wear on the surface affect the product performance and life. Therefore, friction and wear phenomena must be considered at the design stage to design a machine that has long life and high performance. Predicting the surface feature quantitatively and accurately is difficult because the wear phenomena are not cleared yet. There are various methods to predict the worn surfaces, but those methods cannot generate the virtual surfaces randomly. In this study, a generation method of the virtual primary profile curves is proposed in consideration of wear applying wavelet transformation, and the simulated profile curves are verified comparing the actual profiles obtained in actual experiments.

This is a preview of subscription content, log in via an institution to check access.

Access this article

Log in via an institution

Subscribe and save

Springer+ Basic
$34.99 /Month
  • Get 10 units per month
  • Download Article/Chapter or eBook
  • 1 Unit = 1 Article or 1 Chapter
  • Cancel anytime
Subscribe now

Buy Now

Price excludes VAT (USA)
Tax calculation will be finalised during checkout.

Instant access to the full article PDF.

Institutional subscriptions

Fig. 1
Fig. 2
Fig. 3
Fig. 4
Fig. 5
Fig. 6
Fig. 7
Fig. 8
Fig. 9
Fig. 10

Similar content being viewed by others

Explore related subjects

Discover the latest articles, news and stories from top researchers in related subjects.

Data availability

The data that support the findings of this study are available from the corresponding author upon reasonable request.

References

  1. Bitter JGA (1963) A study of erosion phenomena, part I. Wear 6(3):5–21

    Article  Google Scholar 

  2. Bitter JGA (1963) A study of erosion phenomena, part II. Wear 6(3):169–190

    Article  Google Scholar 

  3. Roco MC, Nair P, Addie GR (1986) Casing headloss in centrifugal slurry pumps. J Fluids Eng ASME 108(4):453–464

    Article  Google Scholar 

  4. Roco MC, Addie GR (1987) Erosion Wear in Slurry Pumps and Pipes. Powder Technol 50(1):35–46

    Article  Google Scholar 

  5. Keng K, Pelow C, Witham L (2008) Analysis of changes in 3D surface texture anisotropy ratio parameter and friction during sheet rolling campaigns. Wear 264:434–438

    Article  Google Scholar 

  6. Wiklund D, Rose BG, Wihlborg A (2009) A friction model evaluated with results from a bending-under-tension test. Tribol Int 42(10):1448–1452

    Article  Google Scholar 

  7. Mezghani S, Zahouani H, Piezanowski JJ (2011) Multiscale characterizations of painted surface appearance by continuous wavelet transform. J Mater Process Technol 211(2):205–211

    Article  Google Scholar 

  8. Wentink DJ, Matthews D, Appelman NM, Toose EM (2015) A generic model for surface texture development, wear and roughness transfer in skin pass rolling. Wear 328–329:167–176

    Article  Google Scholar 

  9. Reizer R, Galda L, Dzierwa A, Pawlus P (2011) Simulation of textured surface topography during a low wear process. Tribol Int 44:1309–1319

    Article  MATH  Google Scholar 

  10. Liu L, Yang C, Sheng Y (2018) Wear model based on real-time surface roughness and its effect on lubrication regimes. Tribol Int 126:16–20

    Article  Google Scholar 

  11. ISO 4287 (1997) Geometrical product specifications (GPS)—surface texture: profile method—terms, definitions, and surface texture parameters

  12. ISO 13565-2 (1996) Geometrical product specifications (GPS)—surface texture: profile method; surfaces having stratified functional properties—part 2: height characterization using the linear material ratio curve

Download references

Acknowledgements

This study was supported by Japan Society for the Promotion of Science, KAKENHI, Grant Number JP20K04225.

Author information

Authors and Affiliations

  1. Department of Mechanical Engineering, Sanyo-Onoda City University, Yamaguchi, Japan

    Akimasa Otsuka, Ryoga Hama & Fusaomi Nagata

Authors
  1. Akimasa Otsuka
    View author publications

    You can also search for this author in PubMed Google Scholar

  2. Ryoga Hama
    View author publications

    You can also search for this author in PubMed Google Scholar

  3. Fusaomi Nagata
    View author publications

    You can also search for this author in PubMed Google Scholar

Corresponding author

Correspondence to Akimasa Otsuka.

Additional information

Publisher's Note

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

About this article

Check for updates. Verify currency and authenticity via CrossMark

Cite this article

Otsuka, A., Hama, R. & Nagata, F. Experimental verification of the wavelet-based surface modeling method considering wear progression process. Artif Life Robotics 28, 618–624 (2023). https://doi.org/10.1007/s10015-023-00876-w

Download citation

  • Received:

  • Accepted:

  • Published:

  • Issue Date:

  • DOI: https://doi.org/10.1007/s10015-023-00876-w

Keywords