Deep learning-based framework for the observation of real-time melt pool and detection of anomaly in wire-arc additive manufacturing

M Chandra, S Rajak, V KEK - Materials and Manufacturing …, 2024 - Taylor & Francis
Object detection has become a popular tool of deep learning in the era of digital
manufacturing. In this study, the most powerful and efficient object detection algorithm, ie …

Physics-Driven Data Collection in 3-D Printing: Traversing the Realm of Social Manufacturing

TS Tamir, G Xiong, Z Shen… - IEEE Transactions on …, 2024 - ieeexplore.ieee.org
Additive manufacturing (AM), also called 3-D printing, is a supporting technology in social
manufacturing that has gained significant attention recently. As the AM industry grows …

Distribution of temperature and residual stresses in GMA-DED based wire-arc additive manufacturing

S Srivastava, RK Garg, A Sachdeva… - Rapid Prototyping …, 2023 - emerald.com
Purpose Gas metal arc-based directed energy deposition (GMA-DED) process experiences
residual stress (RS) developed due to heat accumulation during successive layer deposition …

Traitement superficiel au laser appliqué aux aciers outils H13 forgé et imprimé par fabrication additive: analyse expérimentale de la microstructure et des …

L Baali - 2023 - semaphore.uqar.ca
Le traitement surfacique au laser est une méthode thermique largement adoptée dans
l'industrie pour améliorer la résistance et les caractéristiques des aciers à outils. Cette …