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Optimizing acoustic emission features for pipeline crack detection using neural networks

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Structural Health Monitoring: An International Journal

Published online on

Abstract

Structural Health Monitoring, Ahead of Print.
Offshore oil and gas pipelines face severe corrosion, fatigue, and leakage risks due to extreme marine environments and multi-stress coupling. Traditional acoustic emission (AE) monitoring techniques struggle with significant background noise and high-...