Thin-wall components are widely used in aerospace, medical devices, and precision machinery. However, machining thin-wall parts presents unique challenges. Due to extremely thin walls, any deviation in cutting force, thermal effect, or fixture clamping can induce dimensional errors or permanent deformation, directly impacting assembly precision and service life.