The coal mining industry has long been a vital part of the global energy sector, providing essential fuel for power generation and industrial processes. However, with the extraction of coal comes a range of challenges, particularly related to gas hazards in underground mining. Methane, a highly flammable and potentially explosive gas, is commonly found in coal seams and poses significant risks to the safety of miners and the overall integrity of mining operations. To mitigate these risks and improve safety, gas drainage has become a crucial component of modern coal mining.