Model of multidimensional resource configuration in production scheduling: proactive and reactive approach

被引:1
作者
Wikarek, Jaroslaw [1 ]
Sitek, Pawel [1 ]
机构
[1] Kielce Univ Technol, Kielce, Poland
来源
IFAC PAPERSONLINE | 2021年 / 54卷 / 01期
关键词
decision support; proactive-reactive approach; resource allocation; robust scheduling; mathematical programming; hybrid approach;
D O I
10.1016/j.ifacol.2021.08.127
中图分类号
TP [自动化技术、计算机技术];
学科分类号
0812 ;
摘要
Modern manufacturing systems are characterized by a high degree of automation and robotization as well as saturation with IT technologies such as IoT, Cloud Computing, RFID, etc. This results in shortening both production cycles and supply chains It also means that the classic approach to resources as well as planning and scheduling processes has to be changed. The multidimensionality of resources, their high configurability and a proactive and reactive approach to planning and scheduling are the main elements of these changes. The paper considers the problem of schedule robustness in relation to the availability of multidimensional resources. A model of multidimensional resource configuration was proposed, which is the basis of a proactive -reactive robust approach to planning/scheduling in the context of manufacturing problems. There is also presented implementation of the model using mathematical programming and a proprietary hybrid approach Copyright (C) 2021 The Authors.
引用
收藏
页码:1065 / 1072
页数:8
相关论文
共 21 条
  • [1] Bach I, 2010, CONTROL CYBERN, V39, P69
  • [2] Blazewicz J, 2014, HDB SCHEDULING
  • [3] Bolton W., 2015, PROGRAMMABLE LOGIC C, DOI DOI 10.1016/C2014-0-03884-1
  • [4] Parallel tabu search for the cyclic job shop scheduling problem
    Bozejko, Wojciech
    Gnatowski, Andrzej
    Pempera, Jaroslaw
    Wodecki, Mieczyslaw
    [J]. COMPUTERS & INDUSTRIAL ENGINEERING, 2017, 113 : 512 - 524
  • [5] Chakraborty U.K., 2012, COMPUTATIONAL INTELL
  • [6] Devezas T., 2017, Industry 4.0
  • [7] Framinan J.M., 2014, Manufacturing Scheduling Systems: An Integrated View on Models, Methods and Tools, DOI DOI 10.1007/978-1-4471-6272-8
  • [8] Reference model of milk-run traffic systems prototyping
    Grzegorz, Bocewicz
    Izabela, Nielsen
    Arkadiusz, Gola
    Zbigniew, Banaszak
    [J]. INTERNATIONAL JOURNAL OF PRODUCTION RESEARCH, 2021, 59 (15) : 4495 - 4512
  • [9] Kocm M, 2019, MODERN MANUFACTURING
  • [10] An investigation of forecast horizon and observation fit's influence on an econometric rate forecast model in the liner shipping industry
    Nielsen, Peter
    Jiang, Liping
    Rytter, Niels Gorm Maly
    Chen, Gang
    [J]. MARITIME POLICY & MANAGEMENT, 2014, 41 (07) : 667 - 682