Analysis of Forming Limits in Sheet Metal Forming with Pattern Recognition Methods. Part 1: Characterization of Onset of Necking and Expert Evaluation

Analysis of Forming Limits in Sheet Metal Forming with Pattern Recognition Methods. Part 1: Characterization of Onset of Necking and Expert Evaluation

In automotive manufacturing, high strength materials, and aluminum alloys are widely used to address the requirement of ensuring a lightweight car body and correspondingly, reducing pollution. In this context of complexity of materials and structures, an optimized process design with finite element...

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Bibliographic Details
Main Authors: Emanuela Affronti, Christian Jaremenko, Marion Merklein, Andreas Maier
Format: Article
Language:English
Published: MDPI AG 2018-08-01
Series:Materials
Subjects:
forming limit curve
pattern recognition
sheet metal forming
machine learning
Online Access:http://www.mdpi.com/1996-1944/11/9/1495

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