The invention discloses a
forging process oriented thermal deformation parameter intelligent identification and regulation method, which belongs to the technical field of
metal forging intelligent control, and comprises the following steps: S1,
thermal deformation data multi-
source synchronous acquisition; s2, preprocessing the collected data; s3, performing
feature engineering; s4, intelligent identification of
thermal deformation parameters; s5, carrying out thermal deformation parameter threshold modeling and deviation analysis; s6, generating an intelligent regulation and control strategy; s7, the regulation and control strategy is executed, the generated regulation and control strategy is converted into a
control signal of
forging equipment, the
control signal is transmitted to controllers of a forging
machine, a heating device and a cooling
system through an industrial
bus, precise control over execution mechanisms such as the forging and pressing speed and the
heating power is achieved, and meanwhile regulated and controlled thermal deformation parameters are collected in real time; the method has the technical effects that real-time accurate identification and dynamic optimization regulation and control of thermal deformation parameters are realized through multi-
source data fusion, intelligent model identification and
reinforcement learning decision, and the quality of forged workpieces and the production efficiency are effectively improved.