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This paper presents the results from using a physical absorption process to absorb gaseous CO2 mixed with N2 using water by producing tiny bubbles via a liquid-film-forming device (LFFD) that improves the solubility of CO2 in water.The influence of various parameters-pressure,initial CO2 concentration,gas-to-liquid ratios,and temperature-on the CO2 removal efficiency and its absorption rate in water were investigated and estimated thoroughly by statistical polynomial models obtained by the utilization of the response surface method (RSM) with a central composite design (CCD).Based on the analysis,a high efficiency of CO2 capture can be reached in conditions such as low pressure,high CO2 concentration at the inlet,low gas/liquid ratio,and low temperature.For instance,the highest removal efficiency in the RSM-CCD experimental matrix of nearly 80％ occurred for run number 20,which was conducted at 0.30 MPa,CO2 concentration of 35％,gas/liquid ratio of 0.71,and temperature of 15℃C.Furthermore,the coefficients of determination,R2,were 0.996 for the removal rate and 0.982 for the absorption rate,implying that the predicted values computed by the constructed models correlate strongly and fit well with the experimental values.The results obtained provide essential information for implementing this method properly and effectively and contribute a promising approach to the problem of CO2 capture in air pollution treatment.