As a gas that often appears in the process of coal mining, H2S has an adverse impact on the generation safety of coal mines in China, and thus it must be removed. However, there may also be gases of other components in the coal mine, which may affect the removal of H2S to a certain extent. In this paper, activated carbon fiber was selected to load sodium hydroxide and copper oxide, respectively, and the best load of the two materials was selected. Then, the actual conditions of coal mine were simulated to explore the desulfurization performance of composite desulfurizer under the actual mine atmosphere. The results showed that the coal produced multi-component mixed gases when heated, which had a great impact on the performance of the desulfurizer. When the temperature of the coal increased, the CO, CO2 and other gases increased exponentially, and a small amount of CH4, C2H6, C2H4, C2H2 and other gases were produced. With the increase of the amount of these gases, the desulfurization performance of the desulfurizer began to decline. Moreover, under the condition of mine gas atmosphere, the generation of SO2 gas was restrained, especially when the gas component content was high, SO2 gas even appeared later than H2S gas. In addition, by measuring the surface pH value after deactivation of the desulfurizer, it was found that even if the desulfurization time of the desulfurizer was shorter in some gas atmospheres, the surface pH value of the desulfurized products was very similar, indicating that the acid gases CO and CO2 produced by coal may also be adsorbed to the surface of the desulfurizer to form acidic substances.