The multi-stage multi-product batch-sizing problem in the steel industry

被引:1
|
作者
Liu, Guoli [1 ]
Li, Feng [2 ]
Yang, Xianyan [2 ]
Qiu, Shuang [2 ]
机构
[1] Univ Sci & Technol Liaoning, Sch Sci, Anshan 114051, Liaoning, Peoples R China
[2] Huazhong Univ Sci & Technol, Sch Management, Wuhan 430074, Hubei, Peoples R China
基金
中国国家自然科学基金;
关键词
Batch-sizing; Multi-product; Optimal algorithm; PRODUCTION SYSTEM; DESIGN; SIZE; TIME;
D O I
10.1016/j.amc.2019.124830
中图分类号
O29 [应用数学];
学科分类号
070104 ;
摘要
In this paper, we consider a batch-sizing problem with multiple periods and multiple types of products that arises in the steel industry. In this problem, products of a product type are produced in series of stages to fulfill the demand. Each stage consists of a work-in-process storage with inventory capacity and a production machine with a production rate. It incurs an inventory cost in the work-in-process storage of a stage, and also incurs a setup cost whenever a production batch is formed in the first stage. The problem is to determine the formation of each production batch in each period such that the total cost of setup and inventory is minimized. For the problem, we first provide a mixed-integer quadratic programming model and then propose some optimality properties. Based on the proposed properties, we design an optimal algorithm to solve the problem in polynomial time. Finally, we report the performances of the mixed-integer quadratic programming model and the optimal algorithm based on actual production data. The computational results confirm the reliability and validity of the optimal algorithm. (C) 2019 Elsevier Inc. All rights reserved.
引用
收藏
页数:12
相关论文
共 50 条
  • [1] Batch sizing in multi-stage, multi-product batch production systems
    Trautmann, Norbert
    Baumann, Philipp
    Saner, Nadine
    Schaefer, Tobias
    21ST EUROPEAN SYMPOSIUM ON COMPUTER AIDED PROCESS ENGINEERING, 2011, 29 : 905 - 909
  • [2] Batch selection, assignment and sequencing in multi-stage multi-product processes
    Prasad, Pradeep
    Maravelias, Christos T.
    COMPUTERS & CHEMICAL ENGINEERING, 2008, 32 (06) : 1106 - 1119
  • [3] Cooperative hybrid evolutionary algorithm for large scale multi-stage multi-product batch plants scheduling problem
    Han, Yuxin
    Gu, Xingsheng
    NEUROCOMPUTING, 2021, 419 : 80 - 96
  • [4] Multi-Product Multi-Stage Multi-Period Resource Allocation for Minimizing Batch-Processing Steel Production Cost
    Zhang, Zhuohan
    Zhao, Ziyan
    Qin, Shujin
    Liu, Shixin
    Zhou, Mengchu
    IEEE TRANSACTIONS ON AUTOMATION SCIENCE AND ENGINEERING, 2024,
  • [5] DETERMINATION OF BATCH SIZES IN MULTI-PRODUCT, MULTI-STAGE SITUATION AND ASSESSMENT ON CAPACITY UTILIZATION
    MUKHOPADHYAY, SK
    MALIK, KP
    PAUL, M
    INTERNATIONAL JOURNAL OF PRODUCTION RESEARCH, 1988, 26 (07) : 1259 - 1280
  • [6] Decentralized multi-product multi-stage systems with backorders
    Gurgur, Cigdem Z.
    Altiok, Tayfur
    IIE TRANSACTIONS, 2008, 40 (03) : 238 - 251
  • [7] Production Batch Sizing at Multi-Product Bottleneck Machines
    Koo, Pyung-Hoi
    Lee, Woon-Seek
    Kim, Youngjin
    CIE: 2009 INTERNATIONAL CONFERENCE ON COMPUTERS AND INDUSTRIAL ENGINEERING, VOLS 1-3, 2009, : 814 - 818
  • [8] Rule-based scheduling of multi-stage multi-product batch plants with parallel units
    Shi, Bin
    Qian, Xinrui
    Sun, Shanshan
    Yan, Liexiang
    CHINESE JOURNAL OF CHEMICAL ENGINEERING, 2017, 25 (08) : 1022 - 1036
  • [9] Rule-based scheduling of multi-stage multi-product batch plants with parallel units
    Bin Shi
    Xinrui Qian
    Shanshan Sun
    Liexiang Yan
    Chinese Journal of Chemical Engineering, 2017, 25 (08) : 1022 - 1036
  • [10] A DECOMPOSITION STRATEGY FOR LARGE-SCALE SCHEDULING PROBLEMS IN MULTI-STAGE MULTI-PRODUCT BATCH PLANTS
    Kopanos, G. M.
    Puigjaner, L.
    Mendez, C. A.
    PROCEEDINGS ICIL'2010: INTERNATIONAL CONFERENCE ON INDUSTRIAL LOGISTICS - LOGISTICS AND SUSTAINABILITY, 2010, : 125 - 132