The document investigates the casting of thin wall impeller structures, focusing on the prediction and optimization of shrinkage defects through finite element simulation. Using Ansys software, various combinations of blade thickness, inlet velocity, and liquidus temperature were analyzed to determine the optimal configurations that lead to uniform temperature and reduced defects during solidification. The findings indicate that proper selections of thickness and inlet velocity improve the wall shear stress distribution, contributing to higher casting quality.