The main body of the adsorption dryer is composed of two adsorption towers full of adsorbent. When the compressed air flows through the adsorption tower, the water is absorbed by the adsorbent, so as to achieve the purpose of drying compressed air. The twin towers are dried and regenerated alternately through air flow switching valves so that the adsorbent can be recycled.