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The coal mining industry is crucial for the national economy [] but faces significant challenges [], including water damage control [].Conventional underground drilling operations in coal mines heavily rely on manual labor, leading to high safety risks and low productivity [].To overcome these limitations, researchers have focused on developing coal mine underground drilling robots [5,6,7].