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Author

Hui-Lin Chen

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Review Open access Oct 2026

A Review of Strip Shape Prediction Methods Transitioning From Mechanistic Models to Interpretable Deep Learning

Strip shape prediction is a core task in rolling process control, and its accuracy directly impacts product quality and production efficiency. However, complex multivariable nonlinear couplings, dynamic operating conditions, and strong environmental disturbances severely challenge the accuracy and adaptability of tradi...

Fei Shang, Zhi-Jie Zheng, Hui-Lin Chen et al. · 0 citations
Sep 2026

Temperature field prediction and thermal convexity compensation control for hot-rolling work rolls throughout the entire rolling cycle

During continuous rolling, the dynamic changes in the thermal camber of the work roll caused by uneven temperature distribution are a key factor affecting the flatness accuracy of the strip. To achieve stable flatness control, this paper proposes a thermal camber compensation strategy for the work roll based on the pre...

Fei Shang, Ji-Peng Zhao, Si-Fang Wang et al. · 0 citations

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