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Fusion of theory and data-driven model in hot plate rolling: A case study of rolling force prediction
Z Dong, X Li, F Luan, L Meng, J Ding… - Expert Systems with …, 2024 - Elsevier
As one of the most critical variables in the hot rolling process, the accuracy of rolling force
prediction is directly associated with production stability and product quality. Purely data …
prediction is directly associated with production stability and product quality. Purely data …
A high-precision crown control strategy for hot-rolled electric steel using theoretical model-guided BO-CNN-BiLSTM framework
C Song, J Cao, Q Zhao, S Sun, W **a, L Sun - Applied Soft Computing, 2024 - Elsevier
The prediction accuracy of strip crown is low under complex industrial data environments to
general machine learning models, ie, lack of reasonable mechanism explanation and …
general machine learning models, ie, lack of reasonable mechanism explanation and …
Transverse thickness profile control of electrical steel in 6-high cold rolling mills based on the GA-PSO hybrid algorithm
C Song, J Cao, L Wang, J **ao, Q Zhao - The International Journal of …, 2022 - Springer
In order to meet the shape control requirements of “dead flat” transverse thickness profile of
electrical steel sheet in cold rolling process, the 3D finite element model (FEM) for roll stacks …
electrical steel sheet in cold rolling process, the 3D finite element model (FEM) for roll stacks …
[HTML][HTML] Multistep networks for roll force prediction in hot strip rolling mill
S Shen, D Guye, X Ma, S Yue, N Armanfard - Machine Learning with …, 2022 - Elsevier
Hot rolling processes consist of multiple single rolling stand operating at high temperature
and speed to achieve desired steel shapes and superior properties, via exerting roll forces …
and speed to achieve desired steel shapes and superior properties, via exerting roll forces …
Control strategy of multi-stand work roll bending and shifting on the crown for UVC hot rolling mill based on MOGPR approach
C Song, J Cao, J **ao, Q Zhao, S Sun, Y Li - Journal of Manufacturing …, 2023 - Elsevier
In order to improve the crown control ability and high quality to meet the Profile Contour
Flatness Control (PCFC) requirements of wide electrical steel in the hot strip mills (HSMs) …
Flatness Control (PCFC) requirements of wide electrical steel in the hot strip mills (HSMs) …
Interval prediction of bending force in the hot strip rolling process based on neural network and whale optimization algorithm
X Tian, F Luan, X Li, Y Wu… - Journal of Intelligent & …, 2022 - content.iospress.com
In the hot strip rolling process, accurate prediction of bending force is beneficial to improve
the accuracy of strip crown and flatness, and further improve the strip shape quality. Due to …
the accuracy of strip crown and flatness, and further improve the strip shape quality. Due to …
Quality Prediction of Strip in Finishing Rolling Process Based on GBDBN‐ELM
S Li, J Wang, S Chen - Journal of Sensors, 2021 - Wiley Online Library
With the continuous development of the manufacturing industry, the requirement for strip
steel quality is becoming higher and higher in automobile manufacturing, mechanical …
steel quality is becoming higher and higher in automobile manufacturing, mechanical …
[NAVOD][C] 六辊冷连轧机电工钢矩形断面控制弯辊力模型
宋纯宁， 曹建国， 王雷雷， 赵秋芳， **艳琳， 王彦文 - 哈尔滨工业大学学报, 2022