A roller sleeve is a cylindrical sleeve component mounted on the outer surface of a roller core. As a wearable functional part, it directly contacts materials and undertakes processing tasks such as extrusion, grinding, and conveying. It protects the roller core structure from wear and ensures processing precision through its surface properties, serving as a key replaceable component in roller-type equipment.