“…However, the deterioration of the mininggeological conditions of underground coal mining (lowthickness seams, great depths, increased rock pressure, dangerous gas-dynamic phenomena) limits production volumes, increases the cost of coal and affects the growth of miners' injuries (Nosal et al, 2021;Rylnikova and Mitishova, 2021). The high cost of transporting natural minerals also has a significant impact on pricing and logistical difficulties (Abdullayev et al, 2016;Zhussu pov et al, 2018;Bakyt et al, 2020;Abdullayev et al, 2021).…”