METHOD FOR EXTRACTING FEATURE PATH SIGNALS OF PIPELINE ULTRASONIC HELICAL GUIDED WAVES

    公开(公告)号:US20240003855A1

    公开(公告)日:2024-01-04

    申请号:US18176432

    申请日:2023-02-28

    IPC分类号: G01N29/46 G01N29/04

    摘要: The present disclosure belongs to the technical field of ultrasonic non-destructive testing, and discloses a method for extracting feature path signals of pipeline ultrasonic helical guided waves. The method includes: transforming a nonlinear wave number relationship of a pipe wall into a linear form by first order Taylor expansion, the approximation being reasonable under narrow band excitation; on this basis, establishing multimodal and multipath guided wave propagation over-complete data sets, and obtaining a modal weight factor and a path weight factor through a single-layer neural network algorithm; and multiplying the modal weight factor by the multimodal data set to separate a plurality of groups of unimodal signals from a whole signal, and multiplying the path weight factor by the multipath data set to extract unimodal feature path signals. The present disclosure can effectively extract unimodal unipath guided wave feature signals and improve the signal identification, and has broad prospects.