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Data-driven structural health monitoring for early corrosion detection in the oil and gas pipelines: enhancing sensitivity with unsupervised dimensionality reduction

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Structural Health Monitoring: An International Journal

Published online on

Abstract

Structural Health Monitoring, Ahead of Print.
Corrosion presents significant threats to structural integrity within the oil and gas industry, increasing maintenance demands and associated costs. However, traditional inspection techniques often face limitations in detecting early-stage corrosion, ...