Multiobjective Production Planning at LG Display

被引:2
作者
Sohn, Moo-Sung [1 ,2 ]
Choi, Jiwoong [3 ]
Kang, Hoseog [2 ]
Choi, In-Chan [1 ]
机构
[1] Korea Univ, Sch Ind Management Engn, Seoul 02841, South Korea
[2] LG Display Co Ltd, Proc Innovat Grp, Kyeonggi Do 10845, South Korea
[3] Gurobi Korea Co Ltd, Seoul 06775, South Korea
关键词
production planning; display-panel manufacturing; post-cell process; mixed-integer programming; multiobjective; OPTIMIZATION; ALGORITHM; DISCRETE; TIME;
D O I
10.1287/inte.2017.0891
中图分类号
C93 [管理学];
学科分类号
12 ; 1201 ; 1202 ; 120202 ;
摘要
In this paper, we address a glass-cutting process, which we call a post-cell process, for production planning at LG Display, one of the leading display-panel manufacturing companies in Korea. This process involves cutting glass into a variety of panels of different sizes to meet customer demands. We present mixed-integer programming models and a solution approach to generate production plans for the post-cell process. In the models, we consider multiple goals, such as minimization of shortage, inventory, and item changeover. In our solution approach, the goals are prioritized based on their importance and treated sequentially to meet the solution time requirements as set forth by work-site planners. The results of our computational experiments with real-world problem instances at LG Display show that our approach provides significant benefits in operational efficiency.
引用
收藏
页码:279 / 291
页数:13
相关论文
共 21 条
  • [1] Modelling practical lot-sizing problems as mixed-integer programs
    Belvaux, G
    Wolsey, LA
    [J]. MANAGEMENT SCIENCE, 2001, 47 (07) : 993 - 1007
  • [2] Production scheduling for continuous manufacturing systems with quality constraints
    Ben Hmida, Jalel
    Lee, Jim
    Wang, Xinchun
    Boukadi, Fathi
    [J]. PRODUCTION AND MANUFACTURING RESEARCH-AN OPEN ACCESS JOURNAL, 2014, 2 (01): : 95 - 111
  • [3] Borodin D, 2011, CASE STUDY EFFECTIVE
  • [4] A hybrid genetic algorithm for production and distribution
    Chan, FTS
    Chung, SH
    Wadhwa, S
    [J]. OMEGA-INTERNATIONAL JOURNAL OF MANAGEMENT SCIENCE, 2005, 33 (04): : 345 - 355
  • [5] Optimization Models for Production Planning in LG Display
    Chang, Seokcheol
    Chung, Jaewoo
    [J]. INTERFACES, 2013, 43 (06) : 518 - 529
  • [6] Coordinating production planning in cellular manufacturing environment using Tabu search
    Chen, MY
    Cao, D
    [J]. COMPUTERS & INDUSTRIAL ENGINEERING, 2004, 46 (03) : 571 - 588
  • [7] Optimization of operation and changeover time for production planning and scheduling in a flexible manufacturing system
    Das, Kanchan
    Baki, M. F.
    Li, Xiangyong
    [J]. COMPUTERS & INDUSTRIAL ENGINEERING, 2009, 56 (01) : 283 - 293
  • [8] Mixed integer linear programming in process scheduling: Modeling, algorithms, and applications
    Floudas, CA
    Lin, XX
    [J]. ANNALS OF OPERATIONS RESEARCH, 2005, 139 (01) : 131 - 162
  • [9] Modeling and Pareto optimization of multi-objective order scheduling problems in production planning
    Guo, Z. X.
    Wong, W. K.
    Li, Zhi
    Ren, Peiyu
    [J]. COMPUTERS & INDUSTRIAL ENGINEERING, 2013, 64 (04) : 972 - 986
  • [10] Jin H, 2013, INT J ADV COMPUT TEC, V5, P627