Evidence map›Paper›PMID 40461603›Full record

ArticleScientific reports2025

Tribological performance and lubrication mechanism of polyacrylamide as a high-efficiency water-based lubricant additive for titanium alloys.

Jinzhu Tang, Shuqing Chen, Wenhui Cao, Hongmei Xie, Xin Quan, Qi Ding

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 2 papers.

0numbers the graph read from it
0cells of the map it votes in
2citing 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

2 citing papers in PubMed.

  1. Article
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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.

Jinzhu TangGreen Intelligence Environmental School, Yangtze Normal University, Chongqing, 408100, China. tangjinzhu11@163.com.
Shuqing ChenGreen Intelligence Environmental School, Yangtze Normal University, Chongqing, 408100, China.
Wenhui CaoState Key Laboratory of Solid Lubrication, Lanzhou Institute of Chemical Physics, Chinese Academy of Sciences, Lanzhou, 730000, China.
Hongmei XieGreen Intelligence Environmental School, Yangtze Normal University, Chongqing, 408100, China.
Xin Quan *Green Intelligence Environmental School, Yangtze Normal University, Chongqing, 408100, China. quanxinjianshe@163.com.
Qi Ding *State Key Laboratory of Solid Lubrication, Lanzhou Institute of Chemical Physics, Chinese Academy of Sciences, Lanzhou, 730000, China. dingqi@licp.cas.cn.

Funding

Foundation for Innovative Research Groups of the National Natural Science Foundation of China 52305181the Chongqing Research Program of Basic Research and Frontier Technology 2024NSCQ-MSX0983The Scientific and Technological Research Program of Chongqing Municipal Education Commission KJQN202201433
6 · The paper itself

Abstract

Titanium alloys present challenges in terms of lubrication due to their difficult-to-machine nature, which necessitates the development of sustainable and environmentally friendly lubricants. Water-based lubricants are commonly used for titanium alloys because of their effective cooling properties, despite encountering challenges such as poor lubrication performance and complex mechanisms. This study first demonstrates that polyacrylamide (PAM) is an excellent water-based lubricant additive for the Ti6Al4V (TC4)/GCr15 interface. It results in a reduction of friction and wear in TC4 contacts by 40% and 90%, respectively, when utilizing a low concentration of 2.5 wt%. It is also found that oxidative wear is present on the rubbing surfaces of TC4 when exposed to water at ambient temperature. The exceptional lubricating properties of PAM can be attributed to the formation of a boundary lubrication film, which occurs through the adsorption of PAM onto tribo-oxide layer. Increased concentrations of PAM promote chemisorption and hydrogen-bond interactions, thereby increasing the stability of the boundary lubrication film.

Indexed as

Adsorption filmOxidative wearPolyacrylamideTitanium alloysWater-based lubricant additive

Identifiers

PMID40461603
PMCPMC12134339

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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.