Numerical Rheological Modeling of Thin Lubricating Oil Films Considering Polymolecular Adsorption and ZDDP

Authors

  • I. Drach Khmelnytskyi National University
  • M. Dykha Khmelnytskyi National University
  • D. Tovstiuk Khmelnytskyi National University

DOI:

https://doi.org/10.31891/2079-1372-2026-121-3-19-26

Keywords:

thin-film lubrication, polymolecular adsorption, ZDDP, pseudo-solid adsorption layer, effective viscosity, rheological modeling, friction coefficient

Abstract

A numerical rheological model of a thin lubricating oil film was developed and verified to account for polymolecular adsorption, pseudo-solid adsorption layers, and the influence of zinc dialkyldithiophosphate (ZDDP) on the rheological properties of the lubricating film. The model adapts the concept of the Polanyi adsorption potential to describe the viscosity distribution across the film thickness, incorporating pseudo-solid adsorption layers adjacent to both friction surfaces, while the effective viscosity is determined by harmonic averaging with numerical integration performed using the trapezoidal rule (n = 200) implemented in Microsoft Excel. Shear-thinning of the bulk lubricant is described by the Carreau–Yasuda model. Model parameters were identified by fitting calculated friction coefficients to experimental data obtained for base oil I-20A and oils containing 1.25 and 2.5 wt% ZDDP.

The developed model represents a novel numerical approach that combines polymolecular adsorption, pseudo-solid adsorption layers and non-Newtonian lubricant behaviour for thin-film lubrication, suggesting that—beyond tribochemical processes—an increase in the effective viscosity of the polymolecular adsorption layer makes a significant contribution to friction reduction in the mixed lubrication regime. The proposed Excel-based methodology enables identification of model parameters and comparative prediction of lubricant tribological performance without specialized numerical software, and may be used as an engineering tool for assessing the influence of ZDDP concentration on the tribological performance of lubricating oils for plain bearings.

References

Zhmud B., Coen A., Zitouni K. Fuel Economy Engine Oils: Scientific Rationale and Controversies. BIZOL Technical Bulletin, 2024. URL : https://bizol.com/blog/fuel-economy-engine-oils-scientific-rationale-and-controversies/

Low Viscosity Engine Lubricant. North American Council for Freight Efficiency (NACFE), Confidence Report, 2016. URL : https://nacfe.org/wp-content/uploads/2018/07/low-viscosity-lubricants-confidence-report.pdf

Hu W., Granick S. Viscoelastic dynamics of confined polymer melts. Macromolecules, 1998, vol. 31, no. 13, pp. 4656–4663. https://doi.org/10.1126/science.258.5086.1339

Klein J., Kumacheva E. Confinement-induced phase transitions in simple liquids. Science, 1995, vol. 269, no. 5225, pp. 816–819. https://doi.org/10.1126/science.269.5225.816

Rydel J.J., Pagkalis K., Kadiric A., Rivera-Diaz-del-Castillo P.E.J. The correlation between ZDDP tribofilm morphology and the microstructure of steel. Tribology International, 2017, vol. 113, pp. 13–25. URI: https://eprints.lancs.ac.uk/id/eprint/126510

Dawczyk J., Morgan N., Russo J., Spikes H. Film Thickness and Friction of ZDDP Tribofilms. Tribology Letters, 2019, vol. 67 (2). https://doi.org/10.1007/s11249-019-1148-9

Zhang Y., Zhao Y., Ma R., Zhao J., Li W., Li, X M, Liu H-C. Characteristics of tribofilm growth and interfacial friction of DPP and ZDDP anti-wear additives at different temperatures. Tribology International, 2024, vol. 204, 110501. https://doi.org/10.1016/j.triboint.2024.110501

Greenwood J.A. Elastohydrodynamic Lubrication. Lubricants. 2020; 8(5):51. https://doi.org/10.3390/lubricants8050051

Zhang X., Han, M., Espinosa-Marzal R. Thin-Film Rheology and Tribology of Imidazolium Ionic Liquids. ACS Applied Materials & Interfaces. 2023. 15(38). https://doi.org/10.1021/acsami.3c10018

Tichy J.A. A surface layer model for thin film lubrication. Tribology Transactions, 1995, Vol. 38, 3. P. 577–585. https://doi.org/10.1080/10402009508983445

Ono K. Modified Reynolds Equations for Thin Film Lubrication with Saturated High-Viscosity Surface Layer and Lubrication Analysis of Tapered Pad Bearing. Tribology Online, 2022, vol. 17, no. 3, pp. 207–215. https://doi.org/10.2474/trol.17.207

Polanyi M. The Potential Theory of Adsorption. Science. 141, 1010-1013 (1963). https://doi.org/10.1126/science.141.3585.1010

Abouhadid F., Lai V-V., Morgado N., Mazuyer D., Cayer-Barrioz J. Effect of Surface Chemistry on the Squeeze-Thin Film and Friction of Boundary Films. Langmuir, 2024, vol. 40(10). https://doi.org/10.1021/acs.langmuir.3c03409

Sato K., Watanabe S., Sasaki S. High Friction Mechanism of ZDDP Tribofilm Based on in situ AFM Observation of Nano-Friction and Adhesion Properties. Tribology Letters, 2022, vol. 70(3). https://doi.org/10.1007/s11249-022-01635-x

Shahrivar K., Ortigosa-Moya E., Hidalgo-Alvarez R., de Vicente J. Isoviscous elastohydrodynamic lubrication of inelastic non-Newtonian fluids. Tribology International, 2019, vol. 140. https://doi.org/10.1016/j.triboint.2019.03.065

Gao H., Müser M. On the Shear-Thinning of Alkanes. Tribology Letters, 2023, vol. 72(1). https://doi.org/10.1007/s11249-023-01813-5

Yasuda K., Armstrong R.C., Cohen R.E. Shear flow behavior of concentrated solutions of linear and star branched polystyrenes. Rheologica Acta, 1981, vol. 20, pp. 163–178. https://doi.org/10.1007/BF01513059

Downloads

Published

2026-09-21

How to Cite

Drach, I., Dykha, M., & Tovstiuk, D. (2026). Numerical Rheological Modeling of Thin Lubricating Oil Films Considering Polymolecular Adsorption and ZDDP. Problems of Tribology, 31(3/121), 19–26. https://doi.org/10.31891/2079-1372-2026-121-3-19-26

Issue

Section

Articles