Evidence map›Paper›PMID 42738130›Full record

ArticleMaterials (Basel, Switzerland)2026

Investigation on Cutting Fluid Penetration Kinetics and Friction Reduction Mechanism of Micro-Textured Tools via Direct Vapor-Phase Capillary Filling.

Dongliang Ge, Jiankang Ma, Aihua Liu, Zhengyi Tang, Jiaxing Wu, Yanqiang Sun, Yuhao Zhang

Abstract read
In one paragraph

Article in Materials (Basel, Switzerland), 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

7 authors.

Dongliang GeSchool of Construction Machinery, Shandong Jiaotong University, Jinan 250357, China.ORCID 0000-0003-2555-3296
Jiankang MaSchool of Construction Machinery, Shandong Jiaotong University, Jinan 250357, China.
Aihua LiuSchool of Construction Machinery, Shandong Jiaotong University, Jinan 250357, China.
Zhengyi TangSchool of Construction Machinery, Shandong Jiaotong University, Jinan 250357, China.
Jiaxing WuSchool of Construction Machinery, Shandong Jiaotong University, Jinan 250357, China.
Yanqiang SunSchool of Construction Machinery, Shandong Jiaotong University, Jinan 250357, China.
Yuhao ZhangSchool of Construction Machinery, Shandong Jiaotong University, Jinan 250357, China.

Funding

National Natural Science Foundation of China 52405501Shandong Provincial Natural Science Foundation ZR2023QE314, ZR2024QE491, ZR2025QC1169the State Key Laboratory of High-performance Precision Manufacturing HPMKF202513Young Talent of Lifting Engineering for Science and Technology in Shandong SDAST2025QTA046
6 · The paper itself

Abstract

Severe friction and extreme temperatures occur at the tool-chip interface during metal cutting. Conventional cutting fluids struggle to penetrate interface micro-capillaries at the contact interface under high contact pressure. This issue causes severe tool-chip adhesion and accelerates tool wear. This study aims to solve fluid delivery limitations by introducing micro-textures with a depth of 15 microns on the tool surfaces. It reveals the mechanism of micro-textures in accelerating fluid penetration and reducing interface friction. An analytical capillary penetration model was established for conventional and micro-textured tools. Thermal penetration tests (30-150 °C) and turning experiments on hardened steel were conducted to evaluate interfacial fluid transport behavior. Theoretical modeling shows that micro-textures facilitate direct vapor-phase filling into micro-capillaries. This mechanism bypasses liquid ingress and droplet evaporation stages. This reduces the fluid penetration time into the capillaries by almost an order of magnitude. Thermal tests show that textured surfaces maintain dynamic vapor-liquid equilibrium. At 150 °C, the vapor penetration area reaches 978.5 × 10

Indexed as

capillary penetrationfriction reductionmicro-textured tooltool–chip interfacevapor-phase filling

Identifiers

PMID42738130
PMCPMC13567356

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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.