Investigation of Melt Pool Geometry Control in Additive Manufacturing Using Hybrid Modeling

Investigation of Melt Pool Geometry Control in Additive Manufacturing Using Hybrid Modeling

Metal additive manufacturing (AM) works on the principle of consolidating feedstock material in layers towards the fabrication of complex objects through localized melting and resolidification using high-power energy sources. Powder bed fusion and directed energy deposition are two widespread metal...

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Bibliographic Details
Main Authors: Sudeepta Mondal, Daniel Gwynn, Asok Ray, Amrita Basak
Format: Article
Language:English
Published: MDPI AG 2020-05-01
Series:Metals
Subjects:
additive manufacturing
melt pool dimension control
machine learning
Gaussian process modeling
Bayesian Optimization
surrogate-assisted modeling
Online Access:https://www.mdpi.com/2075-4701/10/5/683

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https://www.mdpi.com/2075-4701/10/5/683

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