Optimizing acoustic emission features for pipeline crack detection using neural networks
Structural Health Monitoring: An International Journal
Published online on May 15, 2026
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-...
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-...