Roller bearings are important in machinery because they reduce friction and power loss. Recent research has focused on improving these bearings by studying different types like tapered, cylindrical, spherical, and needle rollers. By analyzing patents, it was found that optimizing the structure of roller bearings can enhance equipment accuracy and reliability. Simplifying the design of roller bearings is crucial for better performance. In the future, more innovative roller bearings are expected to be developed.