Prediction of HGI of South African coalfields: a comparative application of ANN, SVR and LSTM models

IF 2 4区工程技术 Q4 ENERGY & FUELS

International Journal of Coal Preparation and Utilization Pub Date : 2024-04-09 DOI:10.1080/19392699.2024.2339319

Abiodun Ismail Lawal, Samson Oluwaseyi Bada, Moshood Onifade

引用次数: 0

Abstract

Hardgrove grindability index (HGI) is a significant index used to determine a mill’s capability and overall efficiency in the grinding of coal. There are several factors that affect HGI due to the ...

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南非煤田 HGI 预测：ANN、SVR 和 LSTM 模型的比较应用

哈德格罗夫可磨性指数（HGI）是用于确定磨煤机能力和整体磨煤效率的重要指标。影响 HGI 的因素有很多，其中包括...

本文章由计算机程序翻译，如有差异，请以英文原文为准。

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来源期刊

International Journal of Coal Preparation and Utilization 工程技术-矿业与矿物加工

CiteScore

4.10

自引率

23.80%

发文量

106

审稿时长

6 months

期刊介绍： International Journal of Coal Preparation and Utilization publishes original research papers, short communications, review articles, book reviews, and symposium announcements covering all aspects of coal preparation. The journal is significant reading for all individuals involved with coal preparation, including those in operations, engineering, management, education, and scientific research. Topics include: coal properties and coal petrography; coal quality and characterization; surface chemistry of coal and minerals; crushing, grinding and liberation; coal screening and classification; dense medium and density separations; froth flotation and oil agglomeration; process control and optimization; flocculation and thickening; dewatering and thermal drying; briquetting and pelletizing; coal handling and storage; coal utilization and blending; waste disposal and pollution; utility waste product utilization; and carbon based material. Additional subjects covered by the journal include properties of coal/water and coal/oil slurries as well as the processing of oil shales and tarsands by physical and physiochemical methods.