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Addressing the challenge of process stability control in wire DED-LB/M process

Panagiotis Stavropoulos, Georgios Pastras, Konstantinos Tzimanis, Nikolas Bourlesas

2024CIRP Annals32 citationsDOIOpen Access PDF

Abstract

The wire DED-LB/M AM process is fast, cost-effective and it creates high-quality, dense parts. However, its industrial adoption is limited since process stability needs complex monitoring devices and tools. This work proposes a twofold strategy to resolve this issue; A fast-running, physics-based simulation tool calculates the temperature field during the building of single walls, while, an affordable vision-based monitoring system captures the melt pool dimensions that are correlated to the temperature and reveal heat accumulation. Therefore, real-time process stability control is enabled. An infrared thermal camera is used to validate the model and calibrate the monitoring system.

Topics & Concepts

Process (computing)Stability (learning theory)Work (physics)Field (mathematics)Computer scienceProcess controlMonitoring and controlControl (management)Work in processQuality (philosophy)Thermal stabilityProcess engineeringControl engineeringMechanical engineeringEngineeringArtificial intelligencePhysicsOperations managementMathematicsOperating systemMachine learningChemical engineeringQuantum mechanicsPure mathematicsAdditive Manufacturing Materials and ProcessesAdditive Manufacturing and 3D Printing TechnologiesManufacturing Process and Optimization
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