The invention relates to a film hole detection
system based on image recognition and a detection method thereof, and belongs to the technical field of intelligent manufacturing and
laser processing process control, and the method comprises the following steps: S1, adopting a multi-mode sensing module to collect various physical signals of a
processing area in real time so as to form a multi-dimensional
data stream; s2, inputting the multi-dimensional
data stream into a digital twinning and
simulation module to solve total interface stress, and generating a three-dimensional
transient stress field
distribution diagram; s3, inputting the multi-dimensional
data stream into a defect prediction and early warning module to generate a defect
occurrence probability; s4, generating a graded early warning
signal based on the defect
occurrence probability and a preset graded early warning threshold value; s5, based on the total interface stress and the graded early warning
signal, a
pulse energy control law is adopted, and an adjusted
pulse energy parameter is solved; and S6, the adjusted
pulse energy parameters are input into a
laser machining execution module to achieve closed-
loop control over the
laser machining process, and an unprecedented data basis is provided for deep analysis and accurate prediction.