The invention particularly relates to a method for realizing real-time optimization and reverse control of cable wrapping. The method for realizing real-time optimization and reverse control of cable wrapping comprises the following steps: acquiring wrapping process data in real time, and establishing a
process quality associated
data set; a pre-trained
large model is loaded for
fine tuning, whether the current wrapping state has deviation or not is analyzed in real time, and a
process optimization suggestion is generated and pushed to an operation terminal, and whether the
process optimization suggestion is adopted or not is confirmed by an on-
site engineer; a
control signal is sent according to the confirmation instruction, the wrapping
machine is controlled to dynamically adjust wrapping parameters, and closed-loop adjustment of technological parameters is achieved; new process data and quality inspection results are fed back, and online fine adjustment and
continuous optimization of a
large model are achieved. The method for realizing real-time optimization and reverse control of cable wrapping is suitable for dynamic optimization and automatic adjustment of key parameters such as
pitch, tension, speed and the like in a
copper strip wrapping process, supports rapid
adaptation of new-specification cables, can remarkably reduce the wrapping reject ratio, and improves the product quality consistency and the
production line intelligent level.