This invention relates to the field of
process control technology and discloses a method for controlling the deformation of
alloy forgings based on digital twins. The method involves establishing a ring object and a discrete
time sequence, setting circumferential
arc length parameters on the neutral circumferential line, constructing an initial
radius field, wall thickness field, and temperature field to form a continuous domain digital twin, and providing the target mid-
diameter radius and target wall thickness. The circumferential
arc length interval is discretized into circumferential units, forming a discrete state table and a unique mapping from
discretization to
continuous operation. A
wavefront deviation sequence is generated from the
radius and wall thickness deviations, and the leading
lag and gradient are extracted by combining temperature deviations. A feed correction sequence is constructed and circumferential averaging and zero-sum constraints are applied, combined with second-order difference and feasibility scaling for iterative advancement. The state table and correction sequence set are determined and output using the total decision quantity and the
maximum deviation threshold, achieving data alignment and robust iteration, reducing drift and over-
distortion, and enabling traceable and reusable processes.