The Effect of Grouping Output Parameters by Quality Characteristics on the Predictive Performance of Artificial Neural Networks in Injection Molding Process

The Effect of Grouping Output Parameters by Quality Characteristics on the Predictive Performance of Artificial Neural Networks in Injection Molding Process

In this study, a multi-input, multi-output-based artificial neural network (ANN) was constructed by classifying output parameters into different groups, considering the physical meanings and characteristics of product quality factors in the injection molding process. Injection molding experiments we...

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Bibliographic Details
Main Authors: Junhan Lee, Jongsun Kim, Jongsu Kim
Format: Article
Language:English
Published: MDPI AG 2023-11-01
Series:Applied Sciences
Subjects:
injection molding
artificial neural network (ANN)
Multi-input multi-output (MIMO)
multi-task learning
quality prediction
Online Access:https://www.mdpi.com/2076-3417/13/23/12876

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