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Article

Contact Roughness Characterization Parameters for Abrasion-Resistant Epoxy-Coated Surfaces Enhanced with Micro and Nanoparticles

by
Maria A. Sáenz-Nuño
1,* and
Cristina Puente
2
1
Department of Manufacturing Engineering, Instituto de Investigación Tecnológica (IIT), Comillas Pontifical University, St/Alberto Aguilera 25, E28015 Madrid, Spain
2
Department of Computer Science, ICAI, Comillas Pontifical University, St/Alberto Aguilera 25, E28015 Madrid, Spain
*
Author to whom correspondence should be addressed.
Lubricants 2026, 14(1), 15; https://doi.org/10.3390/lubricants14010015 (registering DOI)
Submission received: 25 August 2025 / Revised: 9 December 2025 / Accepted: 24 December 2025 / Published: 29 December 2025
(This article belongs to the Special Issue Experimental Modelling of Tribosystems)

Abstract

In recent years, numerous studies have been conducted to characterize the physical parameters that define the behavior of surfaces coated with epoxy resins, particularly in terms of hardness and resistance. Many of these surfaces have been doped with micro- and nanoparticles. In this work, we present the internationally defined roughness parameters that are typically of interest for the use of these materials in industrial parts. We analyze the information these parameters provide about the coatings when measured by contact methods, not just optically before and after physical abrasion. The contact profile roughness parameters (R) are highlighted, as they can offer more reliable information regarding the physical wear of these surfaces due to abrasion (typically Ra, Rq, Rz, Rsk, Rku and Rmr). The main advantage is that this approach allows for discerning parameters that, when linked with other functionalities of the parts, provide more comprehensive information without being limited to purely optical or non-contact SEM analysis. The characterization of nanometric particle-doped surfaces with Ra, Rq, and Rz, and of micrometric particle-doped surfaces with Rmr (10–20%) is proposed, in order to clearly characterize the final behavior of the surface before and after wear.
Keywords: contact 2D R roughness parameters; nanoparticles; microparticles; surface performance change contact 2D R roughness parameters; nanoparticles; microparticles; surface performance change

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MDPI and ACS Style

Sáenz-Nuño, M.A.; Puente, C. Contact Roughness Characterization Parameters for Abrasion-Resistant Epoxy-Coated Surfaces Enhanced with Micro and Nanoparticles. Lubricants 2026, 14, 15. https://doi.org/10.3390/lubricants14010015

AMA Style

Sáenz-Nuño MA, Puente C. Contact Roughness Characterization Parameters for Abrasion-Resistant Epoxy-Coated Surfaces Enhanced with Micro and Nanoparticles. Lubricants. 2026; 14(1):15. https://doi.org/10.3390/lubricants14010015

Chicago/Turabian Style

Sáenz-Nuño, Maria A., and Cristina Puente. 2026. "Contact Roughness Characterization Parameters for Abrasion-Resistant Epoxy-Coated Surfaces Enhanced with Micro and Nanoparticles" Lubricants 14, no. 1: 15. https://doi.org/10.3390/lubricants14010015

APA Style

Sáenz-Nuño, M. A., & Puente, C. (2026). Contact Roughness Characterization Parameters for Abrasion-Resistant Epoxy-Coated Surfaces Enhanced with Micro and Nanoparticles. Lubricants, 14(1), 15. https://doi.org/10.3390/lubricants14010015

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