Quantifying Mechanical Properties of Automotive Steels with Deep Learning Based Computer Vision Algorithms

This paper demonstrates that the instrumented indentation test (IIT), together with a trained artificial neural network (ANN), has the capability to characterize the mechanical properties of the local parts of a welded steel structure such as a weld nugget or heat affected zone. Aside from force-ind...

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Bibliographic Details
Main Authors: Ehsan Javaheri, Verdiana Kumala, Alireza Javaheri, Reza Rawassizadeh, Janot Lubritz, Benjamin Graf, Michael Rethmeier
Format: Article
Language:English
Published: MDPI AG 2020-01-01
Series:Metals
Subjects:
Online Access:https://www.mdpi.com/2075-4701/10/2/163