Oil seals in railway vehicles keep wheel bearings and axle boxes lubricated while blocking contaminants like dust and moisture. This reduces wear and tear on these critical components, improving the efficiency and reliability of the train systems. By ensuring proper lubrication and protecting sensitive parts, oil seals contribute to smoother and safer railway operations, extending the lifespan of the vehicles and reducing maintenance costs.