In situ process monitoring of multi-layer deposition in wire arc additive manufacturing (WAAM) process with acoustic data analysis and machine learning
Md Arifur Rahman, Suhaima Jamal, Meenalosini Vimal Cruz, Bishal Silwal, Hossein Taheri
Topics & Concepts
Acoustic emissionProcess (computing)Layer (electronics)Scale (ratio)Deposition (geology)AcousticsElectric arcContinuous monitoringArc (geometry)Materials scienceComputer scienceMechanical engineeringEngineeringElectrodeNanotechnologyComposite materialPaleontologyPhysicsOperations managementChemistryBiologyQuantum mechanicsSedimentPhysical chemistryOperating systemAdditive Manufacturing Materials and ProcessesAdditive Manufacturing and 3D Printing TechnologiesWelding Techniques and Residual Stresses