Predicting failure pressure of the corroded offshore pipelines using an efficient finite element based algorithm and machine learning techniques
Mohsen Abyani, Mohammad Reza Bahaari, Mohamad Zarrin, Mohsen Nasseri
Topics & Concepts
Finite element methodPipeline transportPipeline (software)KrigingCorrelation coefficientSubmarine pipelineEngineeringAlgorithmMultilayer perceptronPerceptronMean squared errorArtificial neural networkStructural engineeringMachine learningComputer scienceMarine engineeringArtificial intelligenceMathematicsGeotechnical engineeringMechanical engineeringStatisticsStructural Integrity and Reliability AnalysisGeotechnical Engineering and Underground StructuresCorrosion Behavior and Inhibition