Metaheuristics for meltshop scheduling in the steel industry

被引:13
作者
Huegler, P. A. [1 ]
Vasko, F. J.
机构
[1] Lock Haven Univ, Business Adm Comp Sci & Informat Technol Dept, Clearfield, PA 16830 USA
[2] Kutztown State Univ, Kutztown, PA 19530 USA
关键词
steelmaking scheduling application; evolutionary programming; simulated annealing; metaheuristics;
D O I
10.1057/palgrave.jors.2602190
中图分类号
C93 [管理学];
学科分类号
12 ; 1201 ; 1202 ; 120202 ;
摘要
The scheduling of a meltshop at an integrated steel plant is a very complex and important logistical industrial problem. This problem requires the synchronization of several steelmaking furnaces, degassing facilities, ladle treatment stations, and continuous casters. In this paper, we discuss how an efficient domain-specific heuristic is combined with metaheuristic approaches in a prototype scheduling model. Specifically, given preliminary schedules for the continuous casters, the model determines the allocation, sequencing, and scheduling of batches of steel at the basic oxygen steelmaking furnaces, the degassing facilities, and the ladle treatment stations. It also makes the appropriate schedule modifications at the continuous casters. Computational results will be discussed.
引用
收藏
页码:791 / 796
页数:6
相关论文
共 13 条
[1]   A genetic algorithm for the set covering problem [J].
Beasley, JE ;
Chu, PC .
EUROPEAN JOURNAL OF OPERATIONAL RESEARCH, 1996, 94 (02) :392-404
[2]   A SCHEDULING MODEL FOR LTV STEELS CLEVELAND WORKS TWIN STRAND CONTINUOUS SLAB CASTER [J].
BOX, RE ;
HERBE, DG .
INTERFACES, 1988, 18 (01) :42-56
[3]   A lot grouping algorithm for a continuous slab caster in an integrated steel mill [J].
Chang, SY ;
Chang, MR ;
Hong, YS .
PRODUCTION PLANNING & CONTROL, 2000, 11 (04) :363-368
[4]  
Cowling P., 2000, Journal of Scheduling, V3, P185, DOI 10.1002/1099-1425(200007/08)3:4<185::AID-JOS42>3.0.CO
[5]  
2-G
[6]  
DORN J, 1994, INTELLIGENT SCHEDULI, P629
[7]  
Glover F., 2003, HDB METAHEURISTICS
[8]  
Goldobin D. A., 1991, Promyshlennaya Energetika, P24
[9]  
LALLY B, 1987, IRON STEELMAKER, V10, P63
[10]   Primary production scheduling at steelmaking industries [J].
Lee, HS ;
Murthy, SS ;
Haider, SW ;
Morse, DV .
IBM JOURNAL OF RESEARCH AND DEVELOPMENT, 1996, 40 (02) :231-252