Asynchronous multisource alignment-driven real-time online detection of ash content in flotation clean coal

Accurate real-time monitoring of the ash content in flotation clean coal is pivotal for intelligent optimization and closed-loop control of the flotation process, directly affecting product quality and the economic performance of coal preparation plants. To address the limitations of traditional app...

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Bibliographic Details
Published in:	International journal of coal preparation and utilization Vol. 45; no. 12; pp. 2993 - 3020
Main Authors:	Wang, Lanhao, Liu, Jiahui, Dai, Wei, Gui, Xiahui, Wang, Hongyan
Format:	Journal Article
Language:	English
Published:	Abingdon Taylor & Francis 02.12.2025 Taylor & Francis Ltd
Subjects:	Accuracy Alignment clean coal Closed loops Coal Coal flotation Collinearity Data integration Feature extraction Feedback control Flotation Fly ash interpretable constructive algorithm Machine learning Monitoring multi-timescale multisource information fusion Optimization Predictions Process variables Real time Regression models X-ray fluorescence
ISSN:	1939-2699, 1939-2702
Online Access:	Get full text
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