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Failure analysis of corroded hydrogen-blended natural gas pipelines based on finite element analysis and genetic algorithm-back propagation neural network

Mingjiang Xie, Ziqi Wei, Jianli Zhao, Yuejian Chen

2025Reliability Engineering & System Safety15 citationsDOI

Topics & Concepts

Finite element methodArtificial neural networkGenetic algorithmStructural engineeringNatural gasHydrogenEngineeringComputer scienceAlgorithmArtificial intelligenceMachine learningWaste managementChemistryOrganic chemistryStructural Integrity and Reliability AnalysisHydrogen embrittlement and corrosion behaviors in metalsCorrosion Behavior and Inhibition
Failure analysis of corroded hydrogen-blended natural gas pipelines based on finite element analysis and genetic algorithm-back propagation neural network | Litcius