Novel Approaches for the Integration of Planning and Scheduling

被引:5
|
作者
Brunaud, Braulio [1 ]
Amaran, Satyajith [2 ]
Bury, Scott [2 ]
Wassick, John [2 ]
Grossmann, Ignacio E. [1 ]
机构
[1] Carnegie Mellon Univ, Dept Chem Engn, Pittsburgh, PA 15213 USA
[2] Dow Chem Co USA, Midland, MI 48667 USA
基金
美国安德鲁·梅隆基金会;
关键词
DECISION-MAKING; DECOMPOSITION; MODEL; OPTIMIZATION; PERSPECTIVES; ALGORITHM; PROGRAMS;
D O I
10.1021/acs.iecr.9b01194
中图分类号
TQ [化学工业];
学科分类号
0817 ;
摘要
x The problem of integrating planning and scheduling models is addressed. Many of the previous models proposed in the literature assume that both models need to be solved over the same time horizon, leading to intractable models. Integrated models with shorter scheduling horizons are considered. To maintain the trade-off balance between the decision levels, the objective functions are appropriately scaled. The second modeling aspect explored is the communication between planners and schedulers. Communication through inventory policies is explored as an alternative to the traditional communication through production and inventory targets. The resulting models are evaluated in a tailored simulation framework. Models with a shorter scheduling horizon, which cover the decision horizon of the planning, obtain similar profits as the full space models. The communication through inventory policies leads to lower inventories, while maintaining similar profit levels. The proposed models and the modular modeling methodology used are contributions to bring decision support systems closer to practice.
引用
收藏
页码:19973 / 19984
页数:12
相关论文
共 50 条
  • [31] PROCESS PLANNING AND SCHEDULING - A METHOD OF INTEGRATION FOR PRODUCTIVITY IMPROVEMENT
    SUNDARAM, RM
    FU, SS
    COMPUTERS & INDUSTRIAL ENGINEERING, 1988, 15 : 296 - 301
  • [32] DNA Based Approach: Integration of Process Planning and Scheduling
    Mohapatra, Priyabrata
    Nanda, Sourabh
    Maji, Susovan
    PROCEEDINGS OF 2015 IEEE 9TH INTERNATIONAL CONFERENCE ON INTELLIGENT SYSTEMS AND CONTROL (ISCO), 2015,
  • [33] A Genetic Algorithm for Integration of Process Planning and Scheduling Problem
    Li, Xinyu
    Gao, Liang
    Zhang, Guohui
    Zhang, Chaoyong
    Shao, Xinyu
    INTELLIGENT ROBOTICS AND APPLICATIONS, PT II, PROCEEDINGS, 2008, 5315 : 495 - 502
  • [34] Integration of process planning and scheduling in a job shop environment
    Kumar, M
    Rajotia, S
    INTERNATIONAL JOURNAL OF ADVANCED MANUFACTURING TECHNOLOGY, 2006, 28 (1-2): : 109 - 116
  • [35] Integration of process planning and scheduling in a job shop environment
    Manish Kumar
    Sunil Rajotia
    The International Journal of Advanced Manufacturing Technology, 2006, 28 : 109 - 116
  • [36] Integration of planning, scheduling, and control: A review and new perspectives
    Andres-Martinez, Oswaldo
    Ricardez-Sandoval, Luis A.
    CANADIAN JOURNAL OF CHEMICAL ENGINEERING, 2022, 100 (09): : 2057 - 2070
  • [37] Process planning and scheduling integration with optimal rescheduling strategies
    Lv, Shengping
    Qiao, Lihong
    INTERNATIONAL JOURNAL OF COMPUTER INTEGRATED MANUFACTURING, 2014, 27 (07) : 638 - 655
  • [38] Research on process planning for the job shop scheduling integration
    Liu, Xiangde
    Zhang, Yi
    Li, Yan
    RESEARCH IN MECHANICAL ENGINEERING AND MATERIAL SCIENCE, 2014, 456 : 620 - 623
  • [39] Integration of production planning and scheduling: Overview, challenges and opportunities
    Maravelias, Christos T.
    Sung, Charles
    COMPUTERS & CHEMICAL ENGINEERING, 2009, 33 (12) : 1919 - 1930
  • [40] An overview of distributed process planning and its integration with scheduling
    Wang, Lihui
    Shen, Weiming
    Hao, Qi
    INTERNATIONAL JOURNAL OF COMPUTER APPLICATIONS IN TECHNOLOGY, 2006, 26 (1-2) : 3 - 14