Wagon component failures that occur during service life can be reduced by applying appropriate geometric changes and using optimization techniques. Therefore, crucial changes are being studied to improve design and performance in structures such as connecting parts, braking systems, suspension, and transmission systems. The wing holders also have a load-bearing feature in connecting the body to the chassis. The strength of the wagon, component stabilization, and weight reduction are of great importance during transportation. In this study, finite element analysis was carried out for the novel type wing holders of the tank wagon system designed via simpler and stepless with various thicknesses. The von Mises stresses and total deformations, as finite element results, for the thicknesses of 10 mm, 12 mm, and 14 mm occurred due to the standard of EN 12663-2:2010 for both longitudinal and vertical loading conditions were extracted from the software. Finally, according to the design improvements, a new wing holder model was developed, which can contribute to the reduction of production and assembly costs.