Evidence map›Paper›PMID 40710708›Full record

ReviewGels (Basel, Switzerland)2025

Research on the Application of Nano-Additives in Gel-like Lubricants.

Han Peng, Zihao Meng, Linjian Shangguan, Lei Liu, Can Yang, Lingxi Guo

Abstract readReview
In one paragraph

Review in Gels (Basel, Switzerland), 2025. 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.

Han PengSchool of Mechanical Engineering, North China University of Water Resources and Electric Power, Zhengzhou 450045, China.ORCID 0009-0007-9684-4038
Zihao MengSchool of Mechanical Engineering, North China University of Water Resources and Electric Power, Zhengzhou 450045, China.
Linjian ShangguanSchool of Mechanical Engineering, North China University of Water Resources and Electric Power, Zhengzhou 450045, China.
Lei LiuSchool of Mechanical Engineering, North China University of Water Resources and Electric Power, Zhengzhou 450045, China.
Can YangSchool of Mechanical Engineering, North China University of Water Resources and Electric Power, Zhengzhou 450045, China.
Lingxi GuoSchool of Mechanical Engineering, North China University of Water Resources and Electric Power, Zhengzhou 450045, China.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

In the field of mechanical motion, friction loss and material wear are common problems. As one of the essential components for enhancing the lubricating performance of gel-like lubricants, nano-additives leverage their unique physical and chemical properties to form an efficient protective film on friction surfaces. This effectively reduces friction resistance and inhibits wear progression, thereby playing a significant role in promoting energy conservation, emissions reduction, and the implementation of green development principles. This study first introduces the physical and chemical preparation processes of gel-like lubricant nanoadditives. It then classifies them (mainly based on metal bases, metal oxides, nanocarbon materials, and other nanoadditives). Then, the performance of gel-like lubricant nano-additives is evaluated (mainly in terms of anti-wear, friction reduction, oxidation resistance, and load carrying capacity), and the surface analysis technology used is described. Finally, we summarize the application scenarios of gel-like lubricant nano-additives, identify the challenges faced, and discuss future prospects. This study provides new insights and directions for the design and synthesis of novel gel-like lubricants with significant lubricating and anti-wear properties in the future.

Indexed as

friction weargel-like lubricantnano-additivesperformance analysispreparation and classification

Identifiers

PMID40710708
PMCPMC12294172

What OpenQuestion holds

Textmetadata
LicenceCC BY
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.