This article addresses critical assembly challenges associated with four-row cylindrical roller bearings, specifically focusing on the limitations of traditional comb-type brass cages. The authors analyze the structural constraints that cause difficulty in roller installation, leading to component damage and reduced bearing lifespan. By proposing a refined cage design that minimizes the outer diameter's containment capacity while maintaining structural guidance, the study demonstrates a significant improvement in assembly ease, operational precision, and overall cost-efficiency.