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Recent Advances and Applications of Machine Learning in Metal Forming Processes

Recent Advances and Applications of Machine Learning in Metal Forming Processes

Hardback (18 Nov 2022)

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Publisher's Synopsis

Machine learning (ML) technologies are emerging in Mechanical Engineering, driven by the increasing availability of datasets, coupled with the exponential growth in computer performance. In fact, there has been a growing interest in evaluating the capabilities of ML algorithms to approach topics related to metal forming processes, such as:

Classification, detection and prediction of forming defects;

Material parameters identification;

Material modelling;

Process classification and selection;

Process design and optimization.

The purpose of this Special Issue is to disseminate state-of-the-art ML applications in metal forming processes, covering 10 papers about the abovementioned and related topics.

Book information

ISBN: 9783036557717
Publisher: Mdpi AG
Imprint: Mdpi AG
Pub date:
Language: English
Number of pages: 210
Weight: 653g
Height: 244mm
Width: 170mm
Spine width: 18mm