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To find a new type of sensing material with high sensitivity to acetone gas, in this paper, a first-principles method based on density functional theory was used to study the gas-sensing mechanism of perovskite-type ZnSnO3 to acetone. A hydrothermal method was used to prepare perovskite-type ZnSnO3, and perform a gas sensitivity test. Calculated results demonstrate that acetone molecules interacted strongly with the ZnSnO3(001) surface with pre-adsorbed O2− and O−, accompanied by charge transfer that can change the resistance of the material. This phenomenon provides the basis for using ZnSnO3 as an acetone gas-sensitive sensing material. The experimental results showed that the perovskite-type ZnSnO3 has a sheet structure with micro-holes on the surface, which can promote responsivity to acetone gas. The gas sensitivity test indicated the optimal operating temperature is 350 °C, the response/recovery time is 4 s/27 s. The sensitivities of the synthesized ZnSnO3 nanosheet that in this paper to 100 ppm and 10 ppm acetone gas are 125.444 and 8.37, respectively. In the five-week stability and repeatability test, the sensitivity to 10/100 ppm acetone of sheet-like ZnSnO3 sensor could still maintain at 89.64% and 94.74% of the first test result. This study provides theoretical guidance for the development of acetone gas sensors. [ABSTRACT FROM AUTHOR]