A New Perspective of Post-Weld Baking Effect on Al-Steel Resistance Spot Weld Properties through Machine Learning and Finite Element Modeling

The root cause of post-weld baking on the mechanical performance of Al-steel dissimilar resistance spot welds (RSWs) has been determined by machine learning (ML) and finite element modeling (FEM) in this study. A deep neural network (DNN) model was constructed to associate the spot weld performance...

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Bibliographic Details
Main Authors: Wei Zhang, Dali Wang, Jian Chen, Hassan Ghassemi-Armaki, Blair Carlson, Zhili Feng
Format: Article
Language:English
Published: MDPI AG 2022-12-01
Series:Journal of Manufacturing and Materials Processing
Subjects:
Online Access:https://www.mdpi.com/2504-4494/7/1/6