“…Knowing the ventilation characteristics is crucial for determining the most effective ventilation circuit and for enhancing the efficiency ratios and saving energy, especially with the trend toward deeper ore deposits and gradually decreasing ore grades (Kazakov, Shalimov, and Kiryakov, 2013;Sasmito et al, 2013;du Plessis, Marx, and Nell, 2014;Hurtado et al, 2014;Develo, Pillalamarry, and Garab, 2016). Airway characteristics and obstacles (e.g., conveyors, machines, or other equipment) determine the airflow behaviour and the resistance the mine presents to airflow.…”