In the demanding realm of engineering and manufacturing, components often face cyclic loads that can induce fatigue failure. To mitigate this risk and enhance component lifespan, shot peening emerges as a powerful surface treatment technique. A shot peening machine is employed to impart compressive residual stresses into the material's surface laye