A New Approach to Preform Design in Metal Forging Processes Based on the Convolution Neural Network

A New Approach to Preform Design in Metal Forging Processes Based on the Convolution Neural Network

This study presents an innovative methodology for preform design in metal forging processes based on the convolution neural network (CNN) algorithm. The proposed approach extracts the features of inputted forging product geometries and utilizes them to derive the corresponding preform shapes by empl...

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Bibliographic Details
Main Authors: Seungro Lee, Luca Quagliato, Donghwi Park, Inwoo Kwon, Juhyun Sun, Naksoo Kim
Format: Article
Language:English
Published: MDPI AG 2021-08-01
Series:Applied Sciences
Subjects:
forging process
preform design
convolution neural network (CNN)
CNN sub-models
Online Access:https://www.mdpi.com/2076-3417/11/17/7948

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