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
相关论文
共 50 条
  • [21] Mathematical modelling of hot rolling steel strip
    Colas, R
    [J]. MATERIALS SCIENCE AND TECHNOLOGY, 1998, 14 (05) : 388 - 393
  • [22] Two-stage stochastic master production scheduling under demand uncertainty in a rolling planning environment
    Englberger, Julian
    Herrmann, Frank
    Manitz, Michael
    [J]. INTERNATIONAL JOURNAL OF PRODUCTION RESEARCH, 2016, 54 (20) : 6192 - 6215
  • [23] The nonlinear system identification of rolling force model in the production of hot strip rolling
    Xie, Yonghong
    Lu, Na
    Fan, Linlin
    Hu, Xiaojing
    Wang, Li
    [J]. Journal of Information and Computational Science, 2015, 12 (16): : 5977 - 5985
  • [24] Heuristic approaches to solve a two-stage lot sizing and scheduling problem
    Pinho Schimidt, Talita Mariana
    Cassius Tadeu, Scarpin
    Valentim Loch, Gustavo
    Schenekemberg, Cleder Marcos
    [J]. IEEE LATIN AMERICA TRANSACTIONS, 2019, 17 (03) : 434 - 443
  • [25] A data intensive heuristic approach to the two-stage streaming scheduling problem
    Liang, Wei
    Hu, Chunhua
    Wu, Min
    Jin, Qun
    [J]. JOURNAL OF COMPUTER AND SYSTEM SCIENCES, 2017, 89 : 64 - 79
  • [26] Scheduling production for a sawmill: A comparison of a mathematical model versus a heuristic
    Maturana, Sergio
    Pizani, Enzo
    Vera, Jorge
    [J]. COMPUTERS & INDUSTRIAL ENGINEERING, 2010, 59 (04) : 667 - 674
  • [27] Two-stage Production Scheduling Model Based on Nested Ant Colony Algorithm
    Ren Xiao
    Li Mingbo
    Tang Zhixuan
    Li Lu
    [J]. 2019 CHINESE AUTOMATION CONGRESS (CAC2019), 2019, : 3169 - 3172
  • [28] ASR Bending Force Mathematical Model for the Same Width Strip Rolling Campaigns in Hot Rolling
    Li, Yan-Lin
    Cao, Jian-Guo
    Yang, Guang-Hui
    Wen, Dun
    Zhou, Yi-Zhong
    Ma, Heng-Hao
    [J]. STEEL RESEARCH INTERNATIONAL, 2015, 86 (05) : 567 - 575
  • [29] Outsourcing and production scheduling for a two-stage flow shop
    Qi, Xiangtong
    [J]. INTERNATIONAL JOURNAL OF PRODUCTION ECONOMICS, 2011, 129 (01) : 43 - 50
  • [30] Scheduling two-stage production lines with multiple machines
    Qi, M
    [J]. PRODUCTION PLANNING & CONTROL, 1996, 7 (04) : 418 - 429