The invention relates to the technical field of
information processing, and provides an ultrasonic lamb wave defect
signal identification method based on
variational mode decomposition, which comprises the following steps of: 1, generating an
excitation signal by using an electromagnetic ultrasonic
transducer to detect an aluminum plate, and receiving an original
signal of an ultrasonic lamb wave by using a receiving
transducer on the other side of the aluminum plate; 2, determining input parameters of
variational mode decomposition, wherein the input parameters comprise a
decomposition layer number, a secondary
penalty factor and a termination condition; 3, carrying out
variational mode decomposition; 4, determining a final
decomposition layer number, and obtaining sub-signals at the
center frequency after separation; 5, selecting and optimizing a variational mode
decomposition input parameter-
penalty factor by adopting a
particle swarm algorithm; and 6, variational
modal is carried out by using the final decomposition layer number and the optimized
penalty factor, complete extraction of defect signals is ensured, and defect identification is carried out by obtaining the defect signals of the
center frequency. According to the invention, the accuracy and the recognition rate of ultrasonic lamb wave defect
signal detection can be improved.