Mastering the Complexity of Incremental Forming: Geometry-Based Accuracy Prediction Using Machine Learning

The envisaged flexibility of Single Point Incremental Forming is contradicted by its highly complex deformation behavior, making the process easy to implement but difficult to fully control. This paper describes a regression method that uses Gradient Tree Boosting to predict the deviations for a giv...

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Bibliographic Details
Main Authors: Yannick Carette, Joost R. Duflou
Format: Article
Language:English
Published: MDPI AG 2022-11-01
Series:Engineering Proceedings
Subjects:
Online Access:https://www.mdpi.com/2673-4591/26/1/12