The Axial Swirling Spray Tray (ASST) is introduced to minimize mist entrainment. Through experiments, we studied the pressure drop and liquid circulation volume in the cyclone tube caused by different blade installation positions and structural parameters. The findings indicate that the hydrodynamic performances are unaffected by the installation position. Decreasing the blade number, arc segment wrap angle, and hub-shroud radius ratio leads to a gradual reduction in dry pressure drop but an increase in mist entrainment and liquid circulation volume. Conversely, a larger outlet angle correlates with increased liquid circulation volume, decreased dry pressure drop, and gradual mist entrainment. Notably, when the overlap ratio exceeds 0, the impact of straight line segment wrap angle on hydrodynamic performances is negligible. Furthermore, the mathematical models are developed to predict the pressure drop and liquid circulation volume within the operational range. The models demonstrate the fitting errors within ±15% when compared to experimental data.