The single tower double circulation integrated tower technology is adopted, and the high-temperature flue gas enters from the lower part and is discharged after passing through the cooling absorption part and dehumidification absorption part. Acid pollutants, ultra-fine dust and aerosols are removed, and the gaseous water in the saturated flue gas is condensed and precipitated.