Evidence map›Paper›PMID 42653556›Full record

ArticleMicromachines2026

Influence of Surface Pits on Roughness in Single-Point Diamond Turning of Particle-Reinforced Polymer Composites: A Theoretical and Experimental Study.

Zhihao Zhang, Yazhou Zhang, Chunlei He

Abstract read
In one paragraph

Article in Micromachines, 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

3 authors.

Zhihao ZhangTianjin Key Laboratory of Equipment Design and Manufacturing Technology, Tianjin University, Tianjin 300354, China.
Yazhou ZhangSchool of Computer Science and Technology, Tianjin University, Tianjin 300354, China.
Chunlei HeTianjin Key Laboratory of Equipment Design and Manufacturing Technology, Tianjin University, Tianjin 300354, China.ORCID 0000-0003-1121-3389

Funding

National Natural Science Foundation of China 52175430
6 · The paper itself

Abstract

In this study, the surface pit formation mechanism during single-point diamond face turning of a particle-reinforced polymer matrix composite (PRPMC) was investigated using finite element simulations. Based on the identified pit formation mechanisms, a surface roughness prediction model was developed and validated through face turning experiments. The results show that particle fracture and interfacial debonding are the primary origins of surface pits. Increasing cutting depth promotes the transition from particle fracture to interfacial debonding, leading to larger pits and higher surface roughness. A rake angle of -15° and a larger tool nose radius improve surface quality by suppressing pit formation and plastic side flow. The proposed model accurately predicts the effects of cutting depth, rake angle, and tool nose radius on surface roughness, with a maximum prediction error of 9.20% and an average error of 4.66%. This study provides a theoretical basis for surface roughness prediction and process parameter optimization in single-point diamond face turning of PRPMCs.

Indexed as

particle-reinforced polymer matrix compositepit formation mechanismsingle-point diamond turningsurface roughness predictionultra-precision cutting

Identifiers

PMID42653556
PMCPMC13515198

What OpenQuestion holds

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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.