Evidence map›Paper›PMID 41820492›Full record

ArticleScientific reports2026

Achieving precise chip control for high-end manufacturing.

Zhengyang Kang, Qing Guo, Zhen Li, Yuyang He, Yuhao Jiang, Lijia Liu

Abstract read
In one paragraph

Article in Scientific reports, 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.

Zhengyang KangSchool of Mechanical and Power Engineering, Nanjing Tech University, Nanjing, 211800, Jiangsu, China. kzy@njtech.edu.cn.
Qing GuoSchool of Public Administration, Jiangsu Open University, Nanjing, 211800, Jiangsu, China.
Zhen LiSchool of Mechanical and Power Engineering, Nanjing Tech University, Nanjing, 211800, Jiangsu, China.
Yuyang HeSchool of Mechanical Engineering, Jiangsu University, Zhenjiang, 212000, Jiangsu, China.
Yuhao JiangSchool of Mechanical and Power Engineering, Nanjing Tech University, Nanjing, 211800, Jiangsu, China.
Lijia LiuSchool of Mechanical and Power Engineering, Nanjing Tech University, Nanjing, 211800, Jiangsu, China.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

In high-end manufacturing, where precision and automation are strictly required, chip control presents an incredibly daunting challenge during the machining process. In this paper, a novel chip control method called grooves induced chip-breaking (GICB) is comprehensively investigated. The core concept of GICB is to achieve spontaneous chip-breaking through the pre-processed micro grooves (PPMG) on the workpiece surface. To understand the underlying chip-breaking mechanisms, PPMG with identical geometric shapes are fabricated on the surface of a 316 L stainless steel workpiece using laser ablation. A cutting experiment is then conducted, where the cutting depth (d) and feed rate (f) are varied. Experimental observations reveal that, apart from enabling controllable chip-breaking, the GICB method can also enhance the quality of the machined surface. Specifically, the surface roughness (Ra) is reduced by up to 26.6%. Further in-depth analyses indicate that the primary cause of this improvement is the reduced fluctuation of the thrust force. With the assistance of PPMG, the chips produced under controlled periodic fracture exhibit similar lengths and curvatures. Benefiting from that, chip agglomeration and entanglement are effectively avoided. In addition, the fluctuation of cutting force is greatly reduced, which in turn improves the machined surface quality. The practical significance of this study is twofold. Firstly, a high-performance chip control method with significant potential applications is systematically explored. Secondly, for the first time, the crucial relationship between chip control and machined surface quality is experimentally verified.

Indexed as

AISI 316LChip controlCuttingLaser ablationMicro structure

Identifiers

PMID41820492
PMCPMC13103442

What OpenQuestion holds

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Registered trials

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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.