Modelling underground mine ventilation characteristics using artificial neural networks

Underground bauxite mining exploitations is a challenging environment for ventilation. A controlled underground ventilation system can significantly improve the environmental and working conditions at the mines. In this paper, the modelling of a section of an existing complex underground ventilation...

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Bibliographic Details
Published in:	Expanding Underground - Knowledge and Passion to Make a Positive Impact on the World pp. 3136 - 3144
Main Authors:	Karagianni, Maria, Benardos, Andreas
Format:	Book Chapter
Language:	English
Published:	United Kingdom CRC Press 2023 Taylor & Francis Group
Edition:	1
Subjects:	Above Ground Mine Ventilation Digital Twin Unlabelled Training Data BIM Model Ventilation Network Geological Strength Index Productive Tunnels FFN Model Flexible Ducts Ann Model Overburden Minimum Relative Error NOx Measurement Actual Output Result NOx Concentration SEM Diesel Equipment Airflow Quantity Requirement Airflow SCL Airflow Parameters Min Max Normalization Optimum Topology
Online Access:	Get full text
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