Evidence map›Paper›PMID 42389607›Full record

ArticleiScience2026

Effect of rolling surface texture on bearing friction pairs lubrication.

Xinfu Liu, Maosheng Yin, Chunhua Liu, Jinsheng Sun, Shousen Zhang, Li Geng

Abstract read
In one paragraph

Article in iScience, 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Not yet cited in PubMed.

0numbers the graph read from it
0cells of the map it votes in
0citing 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

Trials whose registry record cites this paper, or whose number appears in the abstract. A trial that started after this paper was published is citing it as background, not reporting it.

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

0 citing papers in PubMed.

No citing paper in PubMed yet.

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

6 authors.

Xinfu LiuDiscipline Innovation and Wisdom Introduction Base of High-end Laser Intelligent Manufacturing Technology and Equipment, Qingdao University of Technology, Qingdao 266520, China.
Maosheng YinDiscipline Innovation and Wisdom Introduction Base of High-end Laser Intelligent Manufacturing Technology and Equipment, Qingdao University of Technology, Qingdao 266520, China.
Chunhua LiuCollege of Mechanical and Electronic Engineering, China University of Petroleum (East China), Qingdao 266580, China.
Jinsheng SunChina Petroleum National Institute of Excellence in Engineering, Beijing 100083, China.
Shousen ZhangOffshore Oil Engineering Co., Ltd., Tianjin 300451, China.
Li GengChina Petroleum National Institute of Excellence in Engineering, Beijing 100083, China.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Inspired by the friction-reducing structure of pangolin scales, biomimetic conical textures were designed on bearing roller-raceway surfaces to improve tribological performance and service life. Computational fluid dynamics (CFD) based on hydrodynamic lubrication and cavitation theory was used to simulate the effects of cavitation, inflow direction, and texture parameters (depth, area ratio, and angle) on oil film load capacity. Femtosecond laser fabrication and oil-lubricated friction tests were conducted for validation. The results demonstrate that the load-carrying capacity of the oil film is significantly improved under cavitation conditions. An increased textured area fraction reduces the coefficient of friction, and improves the wear resistance of the contact pairs, whereas an increased texture orientation angle leads to deteriorated lubrication performance. This study provides an effective strategy for optimizing the lubrication of rolling bearing contact pairs and extending bearing service life.

Indexed as

BionicsEngineeringFluid DynamicsMechanical engineering

Identifiers

PMID42389607
PMCPMC13320559

What OpenQuestion holds

Textmetadata
LicenceCC BY-NC-ND
Read underepoch 390

Registered trials

None linked

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.