DDPG-based continuous thickness and tension coupling control for the unsteady cold rolling process

Author:

Zeng Wenying,Wang Jinkuan,Zhang Yan,Han Yinghua,Zhao Qiang

Funder

National Natural Science Foundation of China

National Natural Science Foundation of China

Colleges and Universities in Hebei Province Science Research Program

Publisher

Springer Science and Business Media LLC

Subject

Industrial and Manufacturing Engineering,Computer Science Applications,Mechanical Engineering,Software,Control and Systems Engineering

Reference35 articles.

1. Zhang X, Zhang Q, Sun C (2009) Gauge and tension control in unsteady state of cold rolling using mixed H2/H∞ control. In IEEE International Conference on Control and Automation Christchurch, New Zealand, pp 9–11

2. Seung-Ho S, Seung-Ki S (2000) A new tension controller for continuous strip processing line. IEEE Trans Ind Appl 36:2. https://doi.org/10.1109/28.833782

3. Wang Y, Xia J, Wang Z, Shen H (2020) Design of a fault-tolerant output-feedback controller for thickness control in cold rolling mills. Appl Math Comput. https://doi.org/10.1016/j.amc.2019.124841

4. Friebel T, Zabet K, Haber R, Jelali M (2015) Predictive functional control of tandem cold metal rolling. IEEE Conf Control Appl 324–329

5. Li B, Fan X, Jiang C, Jiang G (2014) Decoupling control of thickness and tension based on DRNN-PID in cold-rolling. In Proceeding of the 11th World Congress on Intelligent Control and Automation, pp 1180–1184

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