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A data-driven prediction model for maximum pitting corrosion depth of subsea oil pipelines using SSA-LSTM approach

Xinhong Li, Mengmeng Guo, Renren Zhang, Guoming Chen

2022Ocean Engineering67 citationsDOI

Topics & Concepts

SubseaPitting corrosionPipeline transportPetroleum engineeringCorrosionEnvironmental scienceGeologyMarine engineeringMaterials scienceMetallurgyEngineeringEnvironmental engineeringStructural Integrity and Reliability AnalysisOffshore Engineering and TechnologiesHydrogen embrittlement and corrosion behaviors in metals
A data-driven prediction model for maximum pitting corrosion depth of subsea oil pipelines using SSA-LSTM approach | Litcius