Research on Post-Rolling Cooling System Temperature Control Based on Smith-Fuzzy PID
DOI: 10.23977/jmpd.2024.080211 | Downloads: 4 | Views: 152
Author(s)
Yilong Yao 1, Zhao Zhang 1, Jianhui Shi 2, Ruquan Liang 2
Affiliation(s)
1 School of Automation and Electrical Engineering, Linyi University, Linyi, China
2 School of Mechanical and Vehicle Engineering, Linyi University, Linyi, China
Corresponding Author
Jianhui ShiABSTRACT
The controlled cooling technology for hot-rolled strip steel is a critical factor in determining the quality and performance of finished steel products. The coiling temperature, as a key control parameter, directly impacts the stability of the post-rolling cooling system. To ensure precise temperature regulation of the steel plate during the cooling process after hot-rolled strip steel production and to address the challenges posed by system complexity and time delays, this paper introduces a control method utilizing a Smith Predictor integrated with a Fuzzy PID controller specifically for the post-rolling cooling system. First, Drawing from relevant temperature control experience and practical considerations, a mathematical model for the post-rolling cooling temperature control system was developed. Then, a PID temperature controller was designed using this model, with the PID parameters adaptively tuned via a fuzzy control algorithm. Additionally, the Smith predictor algorithm was introduced to compensate for system delay. Finally, a simulation model was developed using MATLAB's Simulink module, and comparative simulations were conducted. The results demonstrate that under Smith-Fuzzy PID control, the system exhibits minimal overshoot and steady-state error, the shortest settling time, enhanced stability, and overall improved control performance. The system shows strong adaptive capabilities in the post-rolling cooling process of hot-rolled strip steel, effectively achieving the desired steady-state characteristics.
KEYWORDS
Hot-rolled strip steel, post-rolling cooling, Smith predictor algorithm, fuzzy PID, MATLABCITE THIS PAPER
Yilong Yao, Zhao Zhang, Jianhui Shi, Ruquan Liang, Research on Post-Rolling Cooling System Temperature Control Based on Smith-Fuzzy PID. Journal of Materials, Processing and Design (2024) Vol. 8: 89-100. DOI: http://dx.doi.org/10.23977/jmpd.2024.080211.
REFERENCES
[1] Wang, Guodong. "Recent Developments, Current Status, and Prospects of Rolling Technology in China." Rolling Steel, 2017, 34(01).
[2] Wang, Guodong, Wang, Zhaodong, Liu, Zhenyu, et al. "Development of Fast Cooling Equipment Technology Based on Ultra-fast Cooling." China Metallurgy, 2016, 26(10).
[3] Wei, Xuesong. "Design and Application of Post-Rolling Cooling Control System for Hot-Rolled Strip Steel." Master's Thesis, Inner Mongolia University of Science and Technology, 2022.
[4] Jun, Sun, et al. "Simulation of Smith Fuzzy PID Temperature Control in Enzymatic Detection of Pesticide Residues." International Journal of Agricultural and Biological Engineering, 8.1 (2015): 50-56.
[5] Fan, Xiaoming, Zhang, Li, Cai, Xiaohui, et al. "Fuzzy Self-Tuning PID Controller for Controlling Hot-Rolled Strip Steel Coiling Temperature." Journal of Iron and Steel Research, 2001, (02): 59-61.
[6] Liu, Weiwei, Li, Haijun, Wang, Zhaodong, et al. "Post-Rolling Cooling Control of Hot-Rolled Strip Steel and Its Intelligent Feedback Control Method." Steel Research, 2011, 39(04): 20-23.
[7] Wang, H., Rong, Y., Wang, T. "Laminar Cooling Control Based on Fuzzy-PID Controller." In 2010 2nd IEEE International Conference on Information Management and Engineering. IEEE, 2010: 7-10.
[8] Liu, E., Peng, L., Zhang, D., et al. "Research and Application of Laminar Cooling Control System Under Non-Constant Speed Rolling." In Proceedings of the 10th International Conference on Steel Rolling. Beijing: Metallurgical Industry Press, 2010: 513-517.
[9] Li, Zhenlei. "Study on Post-Rolling Cooling Control System and Strategies for Hot-Rolled Strip Steel Based on Ultra-Fast Cooling." Master's Thesis, Northeastern University, 2014.
[10] Qin, Shuo, et al. "High Precision Temperature Control for Projection Lens with Long Time Thermal Response Constant." Optics and Precision Engineering, 21.1 (2013).
[11] Fang, Jing, He, Yuchi, Xiong, Aihua, et al. "Design of Tea Leaf Rolling Pressure Control System Based on Smith-Fuzzy PID." Southern Agricultural Machinery, 2024, 55(04): 16-20+35.
[12] Chen, Mingxia, Zhao, Jindi, Zhou, Dongdong, et al. "Research on Temperature Control System for Rubber Extruder Barrel Based on Smith-Fuzzy Control Algorithm." Machine Tool & Hydraulics, 2022, 50(02): 33-38.
[13] Xu, Hao, Liu, Haizeng. "Design of Flotation Level Control System Based on Smith Predictive Fuzzy PID." Shandong Coal Science and Technology, 2024, 42(02): 156-160.
[14] Wang, Haoran, Wang, Xingyou, Sheng, Yu, et al. "Speed Control Study of Automatic Train Driving System Based on Smith Predictor and Fuzzy PID." China Railway, 2024, (02): 93-100.
[15] Huang, Haocai, et al. "Modified Smith Fuzzy PID Temperature Control in an Oil-Replenishing Device for Deep-Sea Hydraulic System." Ocean Engineering, 149 (2018): 14-22.
[16] Shan, Yongchao, et al. "Application of the Modified Fuzzy-PID-Smith Predictive Compensation Algorithm in a pH-Controlled Liquid Fertilizer System." Processes, 9.9 (2021): 1506.
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