CMT welding defect identification method based on acoustic signal multi-feature fusion
A multi-feature fusion and welding defect technology, which is applied in welding equipment, auxiliary welding equipment, character and pattern recognition, etc., to achieve the effect of accurate defect location, easy operation, and positioning defect location
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[0035] The embodiments of the present invention will be further described in further detail below with reference to the accompanying drawings and examples. The following examples are intended to illustrate the invention, but cannot be used to limit the scope of the invention.
[0036] A process of a CMT welding defect identification method based on an acoustic signal multi-feature fusion figure 1 As shown, including the following steps:
[0037] S1. Establish a system acquisition model, transmit a sound signal to the welding, use the microphone and the acquisition card to collect the acoustic signal in the welding process,
[0038] The microphone can use the BK4954 microphone, and the capture card can be used with a USB-4711A acquisition card. It only needs to simply handle the sound signal when the acoustic signal preprocesses, and there is no excessive processing sound signal;
[0039] S2. Establish the system filtering model, using the bandpass filter to prepare filtering the c...
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