Evidence map›Paper›PMID 42115322›Full record

ArticleScientific reports2026

Classification analysis of coal wall failure modes and grey system theory-based evaluation methodology for influencing factors.

Zhiqiang Wang, Xinyu An

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.

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0citing papers in PubMed
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1 · What the graph read from it

What it found

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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

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3 · Its place in the literature

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0 citing papers in PubMed.

No citing paper in PubMed yet.

4 · The record

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5 · Who and what money

Authors and funding

2 authors.

Zhiqiang WangSchool of Energy and Mining Engineering, China University of Mining and Technology (Beijing), Beijing, 100083, China.
Xinyu AnSchool of Energy and Mining Engineering, China University of Mining and Technology (Beijing), Beijing, 100083, China. anxinyv@126.com.

Funding

the National Natural Science Foundation of China No. 51774289
6 · The paper itself

Abstract

Coal wall rib spalling, a frequent safety hazard in underground coal mining, is driven by the complex stress environment induced by mining-induced strata movement and dynamic loading from coal cutting equipment. Its severity is significantly exacerbated with increasing mining height, posing major threats to the safe operation of working faces. This study systematically investigates the failure mechanism and key influencing factors of coal wall rib spalling via an integrated framework combining theoretical analysis, FLAC³D finite difference numerical simulation, L25(5⁶) orthogonal testing, and grey relational analysis (GRA). Two dominant failure modes were identified: shear slip failure and tensile spalling failure, and shear slip failure is sensitive to factors such as coal bulk density and cohesion, while tensile spalling failure is more sensitive to factors including mining height. Six key influencing factors were determined and classified into three categories: coal seam occurrence conditions (mining height, coal bulk density), coal mass mechanical properties (cohesion, internal friction angle), and support parameters (hydraulic support intensity, shield guard horizontal supporting stress). Range analysis and GRA yielded highly consistent results: the grey relational degree of the factors is ranked as cohesion > internal friction angle > mining height > coal bulk density > hydraulic support intensity > shield guard horizontal supporting stress. This indicates that coal mass properties exert the dominant control on coal wall stability, followed by seam occurrence conditions, while support parameters have the weakest influence. The findings clarify the priority of rib spalling prevention, and provide critical theoretical guidance for formulating coal wall stability control schemes in high-cut fully mechanized mining faces.

Indexed as

Finite element numerical simulationGrey relational analysisOrthogonal testingShear slipTensile spalling

Identifiers

PMID42115322
PMCPMC13350830

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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.