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[HTML][HTML] Machine learning-based layer-wise detection of overheating anomaly in LPBF using photodiode data
Overheating anomaly detection is essential for the quality and reliability of parts produced by
laser powder bed fusion (LPBF) additive manufacturing (AM). In this research, we focus on …
laser powder bed fusion (LPBF) additive manufacturing (AM). In this research, we focus on …
Melt pool monitoring and machine learning approaches for anomaly detection in PBF-LB
A Barrutia, M Elzaurdi, M San Sebastian - Procedia CIRP, 2024 - Elsevier
Data-driven process monitoring is an area of growing interest in additive manufacturing
processes. This work presents a comprehensive study on Laser Powder Bed Fusion (PBF …
processes. This work presents a comprehensive study on Laser Powder Bed Fusion (PBF …