The invention relates to the technical field of coatings, in particular to an aluminum-plated plate
stamping die
coating process quality detection method, which comprises the following steps: arranging an ultrasonic
transducer on a measuring side surface in a
coupling manner, and collecting echo signals containing adjacent back wall echoes by adopting pulse echoes, multiple collection results at the same detection position are aggregated to obtain a target
echo signal; performing band-pass band limiting and
noise suppression on the target
echo signal to obtain a filtering
echo signal, and determining an echo event time window according to the envelope of the filtering echo
signal; intercepting a first back wall echo and a second back wall echo which arrive in sequence in the time window, and adding a boundary smooth window; respectively performing
frequency domain transformation to obtain a first echo
frequency spectrum and a second echo
frequency spectrum; performing regularization
deconvolution based on adjacent back wall echoes, performing conjugate multiplication on the second echo spectrum and the first echo spectrum to obtain a cross-
correlation spectrum, adding the amplitude square of the first echo spectrum and a regularization term to obtain a stabilizing denominator, and dividing the stabilizing denominator by the stabilizing denominator to obtain a medium
transfer function spectrum; performing inverse transformation and normalization to obtain a
reflectivity function, and inputting the
reflectivity function into a
convolutional neural network to output a smooth
pulse sequence; positioning two interface reflection peaks in the smooth
pulse sequence and performing interpolation fitting to obtain sub-sampling positioning, calculating a peak interval as
coating back-and-forth
propagation time and converting thickness, and comparing with a
process quality criterion to output a conclusion. The method can be used for stably acquiring key
quality information such as the thickness of the
coating on the premise that the coating is not damaged.