Evidence map›Paper›PMID 42590409›Full record

ReviewMaterials (Basel, Switzerland)2026

Grinding Metamorphic Layer of Bearing Steel: Formation Mechanisms, Characterization, and Process Parameter Effects.

Jiayu Guo, Tao Xia, Dingbo Cao, Xue Liu, Wei Zhang, Yong Liu, Jingchuan Zhu

Abstract readReview
In one paragraph

Review 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.

Jiayu GuoSchool of Materials Science and Engineering, Harbin Institute of Technology, Harbin 150001, China.
Tao XiaSchool of Materials Science and Engineering, Harbin Institute of Technology, Harbin 150001, China.
Dingbo CaoSchool of Materials Science and Engineering, Harbin Institute of Technology, Harbin 150001, China.
Xue LiuSchool of Materials Science and Engineering, Harbin Institute of Technology, Harbin 150001, China.
Wei ZhangSchool of Materials Science and Engineering, Harbin Institute of Technology, Harbin 150001, China.
Yong LiuSchool of Materials Science and Engineering, Harbin Institute of Technology, Harbin 150001, China.
Jingchuan ZhuSchool of Materials Science and Engineering, Harbin Institute of Technology, Harbin 150001, China.ORCID 0000-0002-6075-2373

Funding

National Natural Science Foundation of China 52031003
6 · The paper itself

Abstract

Grinding is the final precision machining step for bearing rings, which induces subsurface gradients in microstructure and mechanical properties. Rolling contact fatigue life and service reliability are directly determined by the gradients. Current research of the grinding metamorphic layer in bearing steels is synthesized in this review. The formation mechanisms, characterization approaches, and the influence of grinding parameters on metamorphic layers is covered. The coupled thermal-mechanical-phase transformation framework encompasses heat-driven phase transformation, high-strain-rate gradient plastic deformation, and their interactions, which collectively govern the formation of the three-layer gradient structure. When the surface temperature exceeds the austenitization threshold, the governing regime shifts from mechanically dominated to thermally dominated, producing an abrupt increase in white layer thickness and concurrent dark layer softening. The capabilities and limitations of characterization techniques for probing the gradient microstructure and residual stress profile are evaluated. The influence of grinding depth, wheel speed, feed rate, wheel characteristics, and cooling conditions on the metamorphic layer is analyzed. The areas requiring deeper investigation are identified. These insights aim to establish correlations between the grinding process and the surface integrity and service performance of bearing components, and to provide directions for future research on the grinding metamorphic layer.

Indexed as

bearing steelformation mechanismgradient structuregrinding metamorphic layermicrostructural characterization

Identifiers

PMID42590409
PMCPMC13468346

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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.