Development of a convolutional neural network model to predict the size and location of corrosion defects on pipelines based on magnetic flux leakage signals
Youqing Shen, Wenxing Zhou
Topics & Concepts
Magnetic flux leakageConvolutional neural networkPipeline transportLeakage (economics)Parametric statisticsCorrosionArtificial neural networkEngineeringAcousticsPipeline (software)Finite element methodStructural engineeringComputer sciencePattern recognition (psychology)Artificial intelligenceMaterials scienceMechanical engineeringMathematicsElectrical engineeringMetallurgyPhysicsStatisticsElectromagnetic coilEconomicsMacroeconomicsNon-Destructive Testing TechniquesConcrete Corrosion and DurabilityUltrasonics and Acoustic Wave Propagation