In various fields, components often face severe degradation that can reduce their lifespan. To address this challenge, shot peening has emerged as a essential surface process technique. Shot peening machines utilize high-velocity media to bombard the component's surface, creating residual tensile forces. These compressive stresses enhance the surfa