Research on Intelligent Control Method of Camber for Medium and Heavy Plate Based on Machine Vision
Chunyu He, Chunpo Yue, Zhong Zhao, Zhiqiang Wu, Zhijie Jiao, Tomasz Trzepieciński · 2025
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Description
Chunyu He and colleagues published a 2025 engineering study on controlling curve defects in steel plates. Camber bends plates sideways during rolling. It wastes product and can wreck equipment. Causes are many and tangled. The team combined camera monitoring with machine learning.
Real production line data trained the model. The algorithm learned expert operators' best corrections. Its predictions matched outcomes closely on test data. Cameras measured camber live during rolling. Feedback then adjusted the process automatically. Trials ran on an actual plate line. Smart control could raise yield in heavy steel production.
Catalog record
| CREATOR | Chunyu He, Chunpo Yue, Zhong Zhao, Zhiqiang Wu, Zhijie Jiao, Tomasz Trzepieciński |
|---|---|
| YEAR | 2025 |
| COLLECTION | PAPERS |
| FORMAT | TXT |
| FILE SIZE | 61 KB |
| VERSION | 1.0 |
| LICENSE | CC BY 4.0 |
| RIGHTS | CC BY |
| SOURCE | Europe PMC |