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RISPhysics-Informed Approximation of Internal Thermal History for Surface Deformation Predictions in Wire Arc Directed Energy Deposition
Publisher: The American Society of Mechanical Engineers (ASME)
Abstract: This work presents a physics-informed fusion methodology for deformation detection using multi-sensor thermal data. A challenge with additive manufacturing (AM) is that abnormalities commonly occur due to rapid changes in ...
Layer-Wise Modeling and Anomaly Detection for Laser-Based Additive Manufacturing
Publisher: American Society of Mechanical Engineers (ASME)
Abstract: Additive manufacturing (AM) is a novel fabrication technique capable of producing highly complex parts. Nevertheless, a major challenge is the quality assurance of the AM fabricated parts. While there are several ways of ...