A capacitated lot-sizing model with sequence-dependent setups, parallel machines and bi-part injection moulding

被引:9
|
作者
Mula, Josefa [1 ]
Diaz-Madronero, Manuel [1 ]
Andres, Beatriz [1 ]
Poler, Raul [1 ]
Sanchis, Raquel [1 ]
机构
[1] Univ Politecn Valencia UPV, Res Ctr Prod Management & Engn CIGIP, C Alarcon 1, Alicante 03801, Spain
关键词
Capacitated lot-sizing; Sequence-dependent setup times; Injection moulding; Parallel machines; Mixed integer linear programming; Automotive industry; SCHEDULING PROBLEM; CONSTRAINTS; EXTENSIONS; OPERATIONS; COSTS; MRP;
D O I
10.1016/j.apm.2021.07.028
中图分类号
T [工业技术];
学科分类号
08 ;
摘要
This paper aims to propose a model for solving a capacitated lot-sizing problem with sequence-dependent setups (CLSD) and parallel machines in a bi-part injection moulding (BPIM) context that consists of injecting two different parts or products into the same mould in separate injection cavities. These two parts require the same sequence order and available capacity at the same instant, but generate different part inventories. The addressed problem should be considered a multi-machine CLSD-BPIM one. We provide a mixed integer linear programming (MILP) model for it. The proposed model is based on a real-world case study from a second-tier supplier of the automotive sector. In sequence setup, inventory and resource setup costs terms, the benefits of the proposed multi-machine CLSD-BPIM model are validated by comparing it with a single-machine CLSD-BPIM model that replicates the current planning scenario carried out in the company under study. Additionally, random instances based on the real problem have been generated and tested. The computational results exhibit optimal solutions for the small instances with an average of 0.2-second solution time, the medium instances present average gaps of 0.47% with 2.6 h and large instances present average gaps of 4% with 6 h solution time. (c) 2021 The Authors. Published by Elsevier Inc. This is an open access article under the CC BY-NC-ND license ( http://creativecommons.org/licenses/by-nc-nd/4.0/ )
引用
收藏
页码:805 / 820
页数:16
相关论文
共 50 条
  • [21] A multi-stage stochastic programming model of lot-sizing and scheduling problems with machine eligibilities and sequence-dependent setups
    Sheng-I Chen
    Delvinia Su
    [J]. Annals of Operations Research, 2022, 311 : 35 - 50
  • [22] A multi-stage stochastic programming model of lot-sizing and scheduling problems with machine eligibilities and sequence-dependent setups
    Chen, Sheng-, I
    Su, Delvinia
    [J]. ANNALS OF OPERATIONS RESEARCH, 2022, 311 (01) : 35 - 50
  • [23] Scheduling unrelated parallel machines with sequence-dependent setups
    Logendran, Rasaratnam
    McDonell, Brent
    Smucker, Byran
    [J]. COMPUTERS & OPERATIONS RESEARCH, 2007, 34 (11) : 3420 - 3438
  • [24] A Lagrangian-based heuristic for the capacitated lot-sizing problem in parallel machines
    Toledo, Franklina Maria Bragion
    Armentano, Vinicius Amaral
    [J]. EUROPEAN JOURNAL OF OPERATIONAL RESEARCH, 2006, 175 (02) : 1070 - 1083
  • [25] Data-driven branching and selection for lot-sizing and scheduling problems with sequence-dependent setups and setup carryover
    Zhang, Canrong
    Zhang, Dandan
    Wu, Tao
    [J]. COMPUTERS & OPERATIONS RESEARCH, 2021, 132
  • [26] LTO heuristics for capacitated lot sizing problem with sequence dependent setups and overtimes
    Lukac, Z
    Soric, K
    Rosenzweig, VV
    [J]. SOR 05 Proceedings, 2005, : 383 - 388
  • [27] Formulations and exact solution approaches for a coupled bin-packing and lot-sizing problem with sequence-dependent setups
    Melega, Gislaine Mara
    de Araujo, Silvio Alexandre
    Jans, Raf
    Morabito, Reinaldo
    [J]. FLEXIBLE SERVICES AND MANUFACTURING JOURNAL, 2023, 35 (04) : 1276 - 1312
  • [28] Formulations and exact solution approaches for a coupled bin-packing and lot-sizing problem with sequence-dependent setups
    Gislaine Mara Melega
    Silvio Alexandre de Araujo
    Raf Jans
    Reinaldo Morabito
    [J]. Flexible Services and Manufacturing Journal, 2023, 35 : 1276 - 1312
  • [29] A two-stage heuristic for single machine capacitated lot-sizing and scheduling with sequence-dependent setup costs
    Shim, Ik-Soo
    Kim, Hyeok-Chol
    Doh, Hyoung-Ho
    Lee, Dong-Ho
    [J]. COMPUTERS & INDUSTRIAL ENGINEERING, 2011, 61 (04) : 920 - 929
  • [30] THE DISCRETE LOT-SIZING AND SCHEDULING PROBLEM WITH SEQUENCE-DEPENDENT SETUP COSTS
    FLEISCHMANN, B
    [J]. EUROPEAN JOURNAL OF OPERATIONAL RESEARCH, 1994, 75 (02) : 395 - 404