Separator equipment performance of iron ore and coal using experimental and ANN-based analysis

Separator equipment performance of iron ore and coal using experimental and ANN-based analysis

Abstract The present study deals with the development of a new separator for the separation of iron ore and coal of a size fraction of -4 + 0 mm individually. Particles of iron ore with size fraction − 2 + 0 mm and finer coal were separated separately using screen mesh with an aperture size of 2 mm....

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Main Authors: Bharath Kumar Shanmugam, Harish Hanumanthappa, Raushan Kumar Singh, C. Durga Prasad, Manish Kumar, Amit Kumar, S. P. Samal, Adham E. Ragab, S. M. Mozammil Hasnain
Format: Article
Language:English
Published: Nature Portfolio 2025-05-01
Series:Scientific Reports
Subjects:
Separator equipment
Iron ore
Coal
Regression
Artificial neural network
Prediction
Online Access:https://doi.org/10.1038/s41598-025-02681-w
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https://doi.org/10.1038/s41598-025-02681-w

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