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