Frequency informed convolutional autoencoder for in situ anomaly detection in wire arc additive manufacturing
Giulio Mattera, Mario Vozza, Joseph Polden, Luigi Nele, Zengxi Pan
Topics & Concepts
AutoencoderArc (geometry)Anomaly detectionProduction (economics)In situAnomaly (physics)Pattern recognition (psychology)Environmental scienceArtificial intelligenceComputer scienceEngineeringDeep learningMechanical engineeringGeographyEconomicsMeteorologyPhysicsCondensed matter physicsMacroeconomicsIndustrial Vision Systems and Defect DetectionAdditive Manufacturing Materials and ProcessesWelding Techniques and Residual Stresses