A Novel Pipeline Corrosion Monitoring Method Based on Piezoelectric Active Sensing and CNN

In this study, a piezoelectric active sensing-based time reversal method was investigated for monitoring pipeline internal corrosion. An effective method that combines wavelet packet energy with a Convolutional Neural Network (CNN) was proposed to identify the internal corrosion status of pipelines....

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Bibliographic Details
Main Authors: Dan Yang, Xinyi Zhang, Ti Zhou, Tao Wang, Jiahui Li
Format: Article
Language:English
Published: MDPI AG 2023-01-01
Series:Sensors
Subjects:
Online Access:https://www.mdpi.com/1424-8220/23/2/855