Prediction model of coal spontaneous combustion oxidation state based on MICPO-LSSVM

•A novel model combining game theory and grey target decision determines the oxidation state of coal spontaneous combustion.•A multi-strategy improved CPO algorithm is proposed, significantly enhancing its performance.•A prediction model for coal spontaneous combustion is established and validated e...

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Bibliographic Details

Published in:	Fuel (Guildford) Vol. 407; p. 137366
Main Authors:	WANG, Wei, WANG, Huangrui, LI, Xuping, QI, Yun, CUI, Xinchao, BAI, Chenhao
Format:	Journal Article
Language:	English
Published:	Elsevier Ltd 01.03.2026
Subjects:	Coal spontaneous combustion (CSC) Least squares support vector machine (LSSVM) Multi-strategy improved crested porcupine optimizer (MICPO) Oxidation state Prediction model Coal spontaneous combustion (CSC) Least squares support vector machine (LSSVM) Oxidation state Prediction model Multi-strategy improved crested porcupine optimizer (MICPO)
ISSN:	0016-2361
Online Access:	Get full text
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