DocumentCode :
11983
Title :
Receding Horizon Control for Hot Strip Mill Cooling Systems
Author :
Hashimoto, Toshikazu ; Yoshioka, Yoshio ; Ohtsuka, Toshiyuki
Author_Institution :
Dept. of Syst. Innovation, Osaka Univ., Toyonaka, Japan
Volume :
18
Issue :
3
fYear :
2013
fDate :
Jun-13
Firstpage :
998
Lastpage :
1005
Abstract :
In a hot strip mill, the strip is cooled by spraying water from the top and bottom on the runout table (ROT) before the strip is coiled. The desired mechanical properties and metallurgical structure of the strip are achieved by controlling the cooling rate and temperature of the strip on the ROT. In this paper, we propose a design method of receding horizon control for controlling the temperature of a strip whose mathematical model is described by a nonlinear partial differential equation (PDE). We provide a fast numerical solution method for solving the nonlinear optimization problem for a class of nonlinear PDEs. Moreover, a state observer with an unscented Kalman filter for estimating the inhomogeneously distributed temperature of the strip is incorporated into the receding horizon controller. The effectiveness of the proposed method is verified by numerical simulation.
Keywords :
Kalman filters; cooling; hot rolling; metallurgy; nonlinear control systems; nonlinear differential equations; observers; optimisation; partial differential equations; rolling mills; strips; temperature control; PDE; cooling rate control; hot strip mill cooling system; nonlinear optimization problem; nonlinear partial differential equation; numerical simulation; receding horizon control; runout table; state observer; strip mechanical property; strip metallurgical structure; strip temperature control; unscented Kalman filter; Cooling; Equations; Jacobian matrices; Mathematical model; Process control; Strips; Nonlinear system; optimization algorithm; partial differential equation; receding horizon control;
fLanguage :
English
Journal_Title :
Mechatronics, IEEE/ASME Transactions on
Publisher :
ieee
ISSN :
1083-4435
Type :
jour
DOI :
10.1109/TMECH.2012.2195671
Filename :
6197720
Link To Document :
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