Evidence map›Paper›PMID 40004337›Full record

ArticleMaterials (Basel, Switzerland)2025

Surface Integrity in the Grinding of Hardened AISI D2 Steel.

Tao Zhang, Qianting Wang, Ningchang Wang, Lan Yan, Feng Jiang, Enlai Zhang, Wuhui Zhou, Hao Gao, Yong Wang

Abstract read
In one paragraph

Article in Materials (Basel, Switzerland), 2025. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 1 paper.

0numbers the graph read from it
0cells of the map it votes in
1citing 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

1 citing paper in PubMed.

  1. Article
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

9 authors.

Tao ZhangCollege of Mechanical and Automotive Engineering, Xiamen University of Technology, Xiamen 361021, China.ORCID 0000-0002-8446-7710
Qianting WangCollege of Mechanical and Automotive Engineering, Xiamen University of Technology, Xiamen 361021, China.
Ningchang WangState Key Laboratory of High-Performance Tools, Zhengzhou Research Institute for Abrasives & Grinding Co., Ltd., Zhengzhou 450001, China.
Lan YanCollege of Mechanical Engineering and Automation, National Huaqiao University, Xiamen 361021, China.
Feng JiangCollege of Mechanical Engineering and Automation, National Huaqiao University, Xiamen 361021, China.ORCID 0000-0003-4938-7798
Enlai ZhangCollege of Mechanical and Automotive Engineering, Xiamen University of Technology, Xiamen 361021, China.
Wuhui ZhouZYNP Corporation, Mengzhou 454750, China.
Hao GaoSchool of Mechanical and Electrical Engineering, Sanming University, Sanming 365004, China.
Yong WangZYNP Corporation, Mengzhou 454750, China.

Funding

Postdoctoral Foundation of Zhejiang province ZJ2023037Xiamen University of Technology YKJ24019R
6 · The paper itself

Abstract

The surface integrity of grinding has a significant influence on the service performance and life of machined parts. In this study, the influence of grinding parameters and the grit size of the grinding wheel on the surface integrity of the hardened steel, including the roughness, microstructure, and hardness of the subsurface and the residual stress of the ground surface, was comprehensively investigated, and the corresponding mechanisms were revealed. The results show that the roughness perpendicular to the grinding direction was significantly larger than that parallel to the grinding direction due to serious side flow, and increasing the grinding speed or reducing the grinding depth was beneficial for reducing the side flow and thus decreasing the roughness. It was found that the grinding temperature dominated the formation of a harder white layer and a softer black layer, and workpiece speed had the smallest effect on the transition of subsurface microstructure compared to grinding speed and depth. It was also found that the increase in workpiece speed, grinding depth, or grinding speed resulted in a transition from compressive to tensile residual stress or an increase in tensile residual stress, and that grinding wheels with finer grit tended to induce compressive residual stress. This study may help to improve surface integrity by optimizing grinding parameters or facilitating the selection of the optimal grinding wheel.

Indexed as

hardnessresidual stressroughnesssubsurface microstructuresurface integrity

Identifiers

PMID40004337
PMCPMC11857270

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.