Evidence map›Paper›PMID 40140456›Full record

ArticleScientific reports2025

Combining laser biomimetic surface microtextured and PTFE solid lubricant for improved friction property of Ti6Al4V.

Lisheng Ma, Shuo Fu, Jie Li, Yanning Lu, Xinchi Li, Jinhe Qi, Jiawei Chen

Abstract read
In one paragraph

Article in Scientific reports, 2025. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 1 paper.

0numbers the graph read from it
0cells of the map it votes in
1citing papers in PubMed
–field-weighted citation impact
1 · What the graph read from it

What it found

Each row is one number read from the abstract, on the scale the paper reported it, with its interval. Left of the dashed line favours the treatment, right favours the comparator. Under each row is the sentence it came from. New to these charts? A ten-minute tutorial.

The abstract states no effect estimate the extractor could read, or names no intervention and outcome on the map, so this paper lights no cell and moves no belief. It is still indexed, cited and linked below.

2 · The registry

The trial behind it

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Neither the registry nor the abstract names a trial number. If this is a trial report, that itself is worth knowing.

3 · Its place in the literature

Who cites it

1 citing paper in PubMed.

  1. Article
4 · The record

Corrections and comments

PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.

5 · Who and what money

Authors and funding

7 authors.

Lisheng Ma *College of Marine and Electrical Engineering, Jiangsu Maritime Institute, Nanjing, 211106, China.
Shuo Fu *School of Computer and Artificial Intelligence, Beijing Technology and Business University, Beijing, 100048, China.
Jie LiSchool of Computer and Artificial Intelligence, Beijing Technology and Business University, Beijing, 100048, China. lijie0739@btbu.edu.cn.
Yanning LuSchool of Computer and Artificial Intelligence, Beijing Technology and Business University, Beijing, 100048, China.
Xinchi LiSchool of Computer and Artificial Intelligence, Beijing Technology and Business University, Beijing, 100048, China.
Jinhe QiSchool of Computer and Artificial Intelligence, Beijing Technology and Business University, Beijing, 100048, China.
Jiawei ChenSchool of Computer and Artificial Intelligence, Beijing Technology and Business University, Beijing, 100048, China.

Funding

National Key R&D Program of China 2022YFC2406000National Natural Science Foundation of China 51975006
6 · The paper itself

Abstract

Titanium alloys have limited applications due to their poor friction performance. Inspired by the scale structures on biological surfaces in nature, laser surface texturing technology was employed to fabricate diamond-shaped biomimetic micro-textures with different angles and area densities on the surface of titanium alloy (Ti6Al4V). The coupling effect of scale-like biomimetic micro-textures and polytetrafluoroethylene (PTFE) coatings on the frictional properties of Ti6Al4V were explored. A comparison was made between PTFE-coated untextured and textured samples, and the tribological properties of PTFE coatings on surfaces with different texture angles and densities were investigated. The contact stress distribution between the friction pairs was simulated using ANSYS finite element analysis software. We found that the combination of textured surfaces and PTFE coatings effectively reduced the friction coefficient of Ti6Al4V and enhanced the load-bearing capacity of the PTFE coating. This is because the diamond-shaped biomimetic micro-textures facilitate the continuous supply of PTFE lubricant to the Ti6Al4V friction surface, providing long-lasting lubrication and reducing friction during the tribological process. The textured samples with a 90° angle and an areal density of 30% exhibited the best friction-reducing properties, with the average friction coefficient decreasing by 71.42% under a 10 N load and 73.50% under a 20 N load. This study employed a combination of experiments and simulations to validate the effects of texture angle and areal density on the coupled PTFE coating, providing guidance for the optimization design of textured titanium alloys surfaces with solid lubricants.

Indexed as

Friction propertiesLaser surface texturePTFE coatingTi6Al4V

Identifiers

PMID40140456
PMCPMC11947283

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Read under generation 80e0d062 · epoch 390. Bibliography from PubMed, PubMed Central and OpenAlex; grants from NIH RePORTER; trial links from ClinicalTrials.gov; estimates, votes and beliefs from the OpenQuestion graph.