Semi-supervised health assessment of pipeline systems based on optical fiber monitoring

Shengyu Jiang,Rui He,Guoming Chen,Yuan Zhu, Jiaming Shi,Kang Liu,Yuanjiang Chang

Reliab. Eng. Syst. Saf.（2023）

引用 5|浏览24

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摘要

•A DOFS monitoring experimental method for horizontal pipeline systems.•A procedure for processing and analyzing DOFS data used for health assessment.•Establishment of relationship between DOFS data and pipeline health status using FMEA.•A SSDAE-based health assessment framework for pipeline health assessment.

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关键词

Pipeline system,Health assessment,Distributed optical fiber sensor,Semi-supervised learning,Denoising autoencoder

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