Predictive Control for Steel Rib Bending Based on Deep Learning

Predictive Control for Steel Rib Bending Based on Deep Learning

In the shipbuilding industry, the inefficiency of the successive approximation control method in CNC cold-bending machines has hindered productivity in steel bending manufacturing, particularly for rib profiles. This study proposes control methods for cold bending machines based on deep learning mod...

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Bibliographic Details
Main Authors: Yijiang Xia, Jinhui Luo, Zhuolin Ou, Xin Han, Junlin Deng, Ning Wu
Format: Article
Language:English
Published: MDPI AG 2024-12-01
Series:Journal of Marine Science and Engineering
Subjects:
machine learning
prediction
bending
CNC machine
bulb flat steel
Online Access:https://www.mdpi.com/2077-1312/13/1/41
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