Shot peening stands as a critical process in manufacturing, enhancing the performance of components by inducing compressive residual stresses within the material's surface. A shot peening machine employs high-velocity projectiles, typically made of steel or ceramic, to bombard the component surface. This bombardment induces a series of microscopic