From Tables to Computer Vision: Transforming HPDC Process Data into Images for CNN-Based Deep Learning

This paper proposes a methodology for leveraging convolutional neural networks (CNNs) in conjunction with advanced data preprocessing to facilitate optimal quality control decision-making in high pressure casting (HPDC) processes. The approach assists in predicting key values of the dependent variab...

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Bibliographic Details
Main Author: A. Burzyńska
Format: Article
Language:English
Published: Polish Academy of Sciences 2025-06-01
Series:Archives of Foundry Engineering
Subjects:
Online Access:https://journals.pan.pl/Content/135634/AFE%202_2025_16-Final.pdf
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