Title :
Machine-based modeling of conveyor-type flowshops with application to scheduling and temperature control in slab reheating furnace
Author :
Fujii, Susumu ; Urayama, Koji ; Kashima, Kenji ; Imura, Jun-ichi ; Kurokawa, Tetsuaki ; Adachi, Shuichi
Author_Institution :
Tokyo Inst. of Technol., Tokyo, Japan
Abstract :
This paper proposes a novel modeling scheme for model predictive control of a class of hybrid (continuous/discrete) flowshops, where permutation scheduling of jobs inserted into machines and control of continuous dynamics on jobs inside machines are simultaneously optimized in the conveyor-type flowshops. This modeling allows us to reduce the number of the binary decision variables in the resulting mixed integer programming (MIP) problem, thereby achieving a remarkable decrease in the computational burden of solving it. The proposed method is applied to slab reheating furnace control for a hot strip mill.
Keywords :
conveyors; flow shop scheduling; furnaces; integer programming; milling; predictive control; temperature control; binary decision variables; conveyor-type flowshops; hot strip mill; machine-based modeling; mixed integer programming; model predictive control; permutation job scheduling; slab reheating furnace; temperature control; Computational modeling; Cost function; Dynamic scheduling; Furnaces; Mathematical model; Predictive models; Slabs;
Conference_Titel :
Control Applications (CCA), 2010 IEEE International Conference on
Conference_Location :
Yokohama
Print_ISBN :
978-1-4244-5362-7
Electronic_ISBN :
978-1-4244-5363-4
DOI :
10.1109/CCA.2010.5611111