Research on the prediction model of gas emission based on grey system theory

Abstract Accurate prediction of the gas emission volume in the mining face can prevent gas accidents in advance, optimize the mining plan, reduce energy consumption, and contribute to the safe, efficient and green development of coal mines. In order to improve the prediction accuracy of gas emission...

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Bibliographic Details

Published in:	Scientific Reports
Main Authors:	Liyang Bai, Hui Geng, Guangming Yu
Format:	Article
Language:	English
Published:	Nature Portfolio 2025-07-01
Subjects:	Grey theory GM(0,N) model Grey correlation degree Gas emission quantity Prediction Multiple linear regression
Online Access:	https://doi.org/10.1038/s41598-025-09163-z