Comparison of Machine Learning Performance for the Prediction of Melting Efficiency and Bead Geometry in wire Arc Additive Manufacturing Process

Wire arc additive manufacturing (WAAM) is amongst the emerging technologies of the layer-by-layer deposition process to manufacture the metallic parts. Multi-layer bead deposition using the WAAM process leads to the fabrication of complex products with practical utility. The bead profile of each lay...

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Autors principals:	A. Kumar, D. Das, N.D. Raj, S. Bag, V.C. Srivastava
Format:	Artigo
Idioma:	Inglês
Publicat:	Polish Academy of Sciences 2025-03-01
Col·lecció:	Archives of Metallurgy and Materials
Matèries:	waam bead geometry melting efficiency machine learning regression models hyperparameter tuning
Accés en línia:	https://journals.pan.pl/Content/134444/AMM-2025-1-04-Kumar.pdf
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