Title :
Chaos control via variable universe fuzzy theory in auto gauge control system
Author :
Jing, Wang ; Wei-Wei, Zhang
Author_Institution :
Nat. Eng. Res. Center of Adv. Rolling, Univ. of Sci. & Technol. Beijing, Beijing, China
Abstract :
Roll eccentricity is one of the most important factors that affect the quality of the steel plate and strip products. In this paper, Mill eccentric model is established and analyzed. New idea that is proposed that roll eccentricity disturbance on gauge is chaotic during rolling. Fuzzy controller is used to control the chaotic system. A new variable universe fuzzy controller based on improved ant colony optimization algorithm is proposed to overcome the contradiction between fuzzy control rules and control accuracy. Simulation results demonstrate the effectiveness of the approach.
Keywords :
fuzzy control; nonlinear control systems; optimisation; rolling mills; ant colony optimization; auto gauge control system; chaos control; mill eccentric model; roll eccentricity; steel plate; strip product; variable universe fuzzy controller; variable universe fuzzy theory; AGC; Duffing equation; chaos; variable universe fuzzy control;
Conference_Titel :
Computer Application and System Modeling (ICCASM), 2010 International Conference on
Conference_Location :
Taiyuan
Print_ISBN :
978-1-4244-7235-2
Electronic_ISBN :
978-1-4244-7237-6
DOI :
10.1109/ICCASM.2010.5619264