Development of Artificial Neural Network System to Recommend Process Conditions of Injection Molding for Various Geometries

Development of Artificial Neural Network System to Recommend Process Conditions of Injection Molding for Various Geometries

This study combines an artificial neural network (ANN) and a random search to develop a system to recommend process conditions for injection molding. Both simulation and experimental results are collected using a mixed sampling method that combines Taguchi and random sampling. The dataset consists o...

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Bibliographic Details
Main Authors: Chihun Lee, Juwon Na, Kyongho Park, Hyeonjae Yu, Jongsun Kim, Kwonil Choi, Dongyong Park, Seongjin Park, Junsuk Rho, Seungchul Lee
Format: Article
Language:English
Published: Wiley 2020-10-01
Series:Advanced Intelligent Systems
Subjects:
injection-molding computer-aided engineering
manufacturing process optimization
process control
search algorithm
transfer learning
Online Access:https://doi.org/10.1002/aisy.202000037

Internet

https://doi.org/10.1002/aisy.202000037

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