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Issue title: Some highlights on fuzzy systems and data mining
Guest editors: Shilei Sun, Silviu Ionita, Eva Volná, Andrey Gavrilov and Feng Liu
Article type: Research Article
Authors: Zhang, Feia; b; * | Zong, Shengyuea | Li, Xiaozhana | Chen, Handana
Affiliations: [a] Institute of Engineering Technology, University of Science and Technology Beijing, Beijing, China | [b] School of Electrical, Computer & Telecommunications Engineering, University of Wollongong, Wollongong, Australia
Correspondence: [*] Corresponding author. Fei Zhang, Institute of Engineering Technology, University of Science and Technology Beijing, Beijing, 100083, China. Tel.: +86 18611281228; Fax: +8610 62332947; E-mail: [email protected].
Abstract: A closed-loop control system for the hydraulic gap control (HGC) that is driven by electrohydraulic servo valves is developed for practical application. Based on the mathematical model estimated by a system identification technique, the control algorithm is designed, and the fuzzy inference rules are established. The simulation and field test results of the step response and the position tracking that is carried out on the HGC system of a cold rolling mill show that when compared with the conventional PID control system, the self-tuning fuzzy PID system has the characteristics of fast response, short rise time, no lag, small overshoot, and strong anti-interference ability. At the same time, the self-tuning fuzzy PID control algorithm can not only improve the position tracking ability of the HGC system, but can also tune the servo valve to overcome the nonlinearity of the HGC system.
Keywords: System identification, hydraulic gap control, position control, self-tuning, fuzzy PID
DOI: 10.3233/JIFS-169183
Journal: Journal of Intelligent & Fuzzy Systems, vol. 31, no. 6, pp. 2985-2997, 2016
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