A mathematical model and two-stage heuristic for hot rolling scheduling in compact strip production

被引:22
|
作者
Pan, Quan-Ke [1 ]
Chen, Qing-da [2 ]
Meng, Tao [3 ]
Wang, Bing [3 ]
Gao, Liang [1 ]
机构
[1] Huazhong Univ Sci & Technol, State Key Lab Digital Mfg Equipment & Technol, Wuhan 430074, Peoples R China
[2] Northeastern Univ, State Key Lab Synthet Automat Proc Ind, Shenyang 110819, Peoples R China
[3] Shanghai Univ, Sch Mechatron Engn & Automat, Shanghai 200444, Peoples R China
基金
中国国家自然科学基金;
关键词
Scheduling; Heuristic; Hot rolling; Compact strip production; OPTIMIZATION ALGORITHM; HYBRID FLOWSHOP; SETUP TIMES; MINIMIZATION; EARLINESS; IRON;
D O I
10.1016/j.apm.2017.03.067
中图分类号
T [工业技术];
学科分类号
08 ;
摘要
This paper addresses a new hot rolling scheduling problem from the compact strip production process, which is the mainstream production technology that is used worldwide for sheet strips. The problem is modeled as a combination of two coupled sub-problems. One sub-problem is a sheet strip assignment problem that assigns sheet strips to rolling turns with the constraints of safe values of different gauge levels, and the other is a sheet strip sequencing problem that decides the rolling sequence for all of the sheet strips in a rolling turn to form a particular parabolic shape in thickness. To solve this hot rolling scheduling problem, we present a novel approach that consists of a sheet strip assignment heuristic and a sheet strip sequencing heuristic. The sheet strip assignment heuristic minimizes the number of virtual sheet strips by generating rolling turns according to the ordered sheet strips with maximum gauge level and their safe values. The sheet strip sequencing heuristic minimizes the average change of the thickness of adjacent sheet strips by arranging a certain number of duplicate sheet strips to the increasing stage of a rolling turn. Extensive experiments based on both synthetic and real-world instances from a compact strip production process show the effectiveness of the proposed two-stage.heuristic in solving the hot rolling scheduling problem. (C) 2017 Published by Elsevier Inc.
引用
收藏
页码:516 / 533
页数:18
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