Evidence map›Paper›PMID 42368075›Full record

ArticleACS omega2026

Prediction of Coal Spontaneous Combustion Risk under Poor Oxygen Concentration Based on Fuzzy Clustering and Lattice Tightness.

Dong Gao, Jianxin Li, Fusheng Wang, Yanlei Guo, Liwen Guo, Wei Sun

Abstract read
In one paragraph

Article in ACS omega, 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

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

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3 · Its place in the literature

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No citing paper in PubMed yet.

4 · The record

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5 · Who and what money

Authors and funding

6 authors.

Dong GaoNorth China University of Science and Technology, Tangshan 063210, China.ORCID https://orcid.org/0000-0002-1288-9711
Jianxin LiNorth China University of Science and Technology, Tangshan 063210, China.
Fusheng WangNorth China University of Science and Technology, Tangshan 063210, China.ORCID https://orcid.org/0000-0002-2950-7927
Yanlei GuoNorth China University of Science and Technology, Tangshan 063210, China.
Liwen GuoNorth China University of Science and Technology, Tangshan 063210, China.
Wei SunNorth China University of Science and Technology, Tangshan 063210, China.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

To study the risk of coal spontaneous combustion (CSC) in goafs under poor oxygen concentrations, lignite, gas coal, and fat coal were selected as experimental samples for thermal analysis. The thermogravimetric curves and kinetic parametric equations of coal with different metamorphisms at oxygen concentrations of 18%, 14%, 10%, 5%, and 3% were studied. The results showed that the higher the degree of coal metamorphism, the lower the tendency for the oxidation reaction and spontaneous combustion. With the decrease of oxygen concentration, the weight loss rate of coal gradually decreased, and the apparent activation energy gradually increased. However, the heat release of CSC first increased and then decreased, with the greatest heat release when HM was at a 14% oxygen concentration, QM at 10%, and FM at 18%. On this basis, the thermal analysis parameters of CSC under different metamorphisms and oxygen concentrations were analyzed by fuzzy clustering, and coal was divided into two categories: spontaneous combustion risk and no spontaneous combustion risk. Combined with lattice tightness, the risk of CSC under different metamorphisms and oxygen concentrations can be determined.

Identifiers

PMID42368075
PMCPMC13294921

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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.